Soybean yield prediction by machine learning and climate
Guilherme Botega Torsoni, Lucas Eduardo de Oliveira Aparecido, Gabriela Marins dos Santos, Alisson Gaspar Chiquitto, José Reinaldo da Silva Cabral de Moraes, Glauco de Souza Rolim
Topics & Concepts
EvapotranspirationWind speedMultilayer perceptronLinear regressionSupport vector machineGradient boostingMathematicsMeteorologyRandom forestEnvironmental scienceMachine learningAlgorithmArtificial neural networkStatisticsComputer scienceGeographyEcologyBiologyLeaf Properties and Growth MeasurementSoybean genetics and cultivationRemote Sensing in Agriculture