Using deep learning to predict soil properties from regional spectral data - Padarian, J.; Minasny, B.; McBratney, A.B. (Geoderma Regional, 2019)
Keywords: algorithms; artificial intelligence; clay; Convolutional Neural Networks; data analysis; data collection; Europe; infrared spectroscopy; Multi-task learning; neural networks; prediction; reflectance; regression analysis; sand; Simultaneous prediction; soil organic carbon; soil properties; spectral analysis; Spectrograms; topsoil; wavelengths; Europe; Convolutional Neural Networks; Multi-task learning; Spectrograms; Simultaneous prediction