Satellite-based soybean yield forecast: Integrating machine learning and weather data for improving crop yield prediction in southern Brazil
Raí Augusto Schwalbert, Telmo Jorge Carneiro Amado, Geomar Mateus Corassa, Luan Pierre Pott, P. V. Vara Prasad, Ignacio A. Ciampitti
Topics & Concepts
Yield (engineering)Growing seasonCrop yieldLinear regressionRandom forestMultivariate statisticsBayesian multivariate linear regressionPrecipitationStatisticsSatelliteClimatologyMathematicsEnvironmental scienceMeteorologyComputer scienceMachine learningGeographyAgronomyEngineeringBiologyAerospace engineeringMetallurgyGeologyMaterials scienceRemote Sensing in AgricultureSoil Geostatistics and MappingLeaf Properties and Growth Measurement