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Accurate estimation of sorghum crop water content under different water stress levels using machine learning and hyperspectral data

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

2023Environmental Monitoring and Assessment20 citationsDOI

Topics & Concepts

Hyperspectral imagingPrincipal component analysisSorghumNormalized Difference Vegetation IndexMathematicsMean squared errorRandom forestSupport vector machineRemote sensingArtificial intelligenceEnvironmental scienceStatisticsLeaf area indexComputer scienceAgronomyGeographyBiologyRemote Sensing in AgricultureLeaf Properties and Growth MeasurementRemote Sensing and Land Use
Accurate estimation of sorghum crop water content under different water stress levels using machine learning and hyperspectral data | Litcius