A random forest ranking approach to predict yield in maize with uav-based vegetation spectral indices
Ana Paula Marques Ramos, Lucas Prado Osco, Danielle Elis Garcia Furuya, Wesley Nunes Gonçalves, Dthenifer Cordeiro Santana, Larissa Pereira Ribeiro Teodoro, Carlos Antônio da Silva, Guilherme Fernando Capristo-Silva, Jonathan Li, Fábio Henrique Rojo Baio, José Marcato, Paulo Eduardo Teodoro, Hemerson Pistori
Topics & Concepts
Random forestRanking (information retrieval)Multispectral imageNormalized Difference Vegetation IndexArtificial intelligenceMachine learningCorrelation coefficientSupport vector machineMetric (unit)Artificial neural networkPearson product-moment correlation coefficientMean squared errorMathematicsComputer scienceStatisticsPattern recognition (psychology)EngineeringLeaf area indexAgronomyBiologyOperations managementRemote Sensing in AgricultureSmart Agriculture and AISpectroscopy and Chemometric Analyses