Prediction of crop yield using satellite vegetation indices combined with machine learning approaches
Kavita Jhajharia, Pratistha Mathur
Topics & Concepts
Random forestSupport vector machineYield (engineering)AgricultureCrop yieldDecision treeLasso (programming language)Vegetation (pathology)Machine learningNormalized Difference Vegetation IndexLinear regressionMean squared errorRegressionRegression analysisPredictive modellingFood securityAgricultural engineeringComputer scienceStatisticsMathematicsGeographyLeaf area indexAgronomyEngineeringArchaeologyPathologyMetallurgyWorld Wide WebMaterials scienceBiologyMedicineRemote Sensing in AgricultureLeaf Properties and Growth MeasurementSmart Agriculture and AI