MAE-NIR: A masked autoencoder that enhances near-infrared spectral data to predict soil properties
Midi Wan, Taiyu Yan, Guoxia Xu, Aibing Liu, Yangbin Zhou, Hao Wang, Xiu Jin
Topics & Concepts
Near-infrared spectroscopyAutoencoderPartial least squares regressionSpectral bandsRemote sensingComputer scienceEnvironmental scienceFeature (linguistics)InfraredArtificial intelligencePattern recognition (psychology)Artificial neural networkMachine learningPhysicsGeologyOpticsLinguisticsPhilosophySoil Geostatistics and MappingSpectroscopy and Chemometric AnalysesSmart Agriculture and AI