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Field-scale estimation of sugarcane leaf nitrogen content using vegetation indices and spectral bands of Sentinel-2: Application of random forest and support vector regression

Maryam Soltanikazemi, Saeid Minaei, Hossein Shafizadeh‐Moghadam, Ali Reza Mahdavian

2022Computers and Electronics in Agriculture55 citationsDOI

Topics & Concepts

Mean squared errorKjeldahl methodRandom forestMathematicsCoefficient of determinationNitrogenEnvironmental scienceRed edgeVegetation (pathology)Correlation coefficientScale (ratio)Remote sensingStatisticsComputer scienceGeographyChemistryHyperspectral imagingArtificial intelligenceCartographyPathologyOrganic chemistryMedicineRemote Sensing in AgricultureSugarcane Cultivation and ProcessingRemote Sensing and LiDAR Applications
Field-scale estimation of sugarcane leaf nitrogen content using vegetation indices and spectral bands of Sentinel-2: Application of random forest and support vector regression | Litcius