Winter wheat yield prediction using integrated Landsat 8 and Sentinel-2 vegetation index time-series data and machine learning algorithms
Haiyang Zhang, Yao Zhang, Kaidi Liu, Lan Shu, Tinyao Gao, Minzan Li, Minzan Li
Topics & Concepts
Normalized Difference Vegetation IndexTime seriesSupport vector machineRandom forestVegetation (pathology)Machine learningSeries (stratigraphy)Yield (engineering)AlgorithmCrop yieldPredictive modellingRemote sensingLeaf area indexComputer scienceAgronomyGeographyMedicineBiologyMetallurgyPathologyPaleontologyMaterials scienceRemote Sensing in AgricultureUrban Heat Island MitigationLeaf Properties and Growth Measurement