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Accurate leaf area index estimation in sorghum using high-resolution UAV data and machine learning models

Emre Tunca, Eyüp Seli̇m Köksal, Elif ÖZTÜRK, Hasan Akay, Sakine Çetin Taner

2023Physics and Chemistry of the Earth Parts A/B/C24 citationsDOI

Topics & Concepts

Normalized Difference Vegetation IndexLeaf area indexMultispectral imageRemote sensingRandom forestSupport vector machineMean squared errorGrowing seasonVegetation (pathology)Feature selectionPrecision agricultureCanopyComputer scienceMathematicsEnvironmental scienceArtificial intelligenceStatisticsGeographyAgricultureAgronomyArchaeologyPathologyMedicineBiologyRemote Sensing in AgricultureLeaf Properties and Growth MeasurementRemote Sensing and LiDAR Applications
Accurate leaf area index estimation in sorghum using high-resolution UAV data and machine learning models | Litcius