Simultaneous prediction of soil properties from VNIR-SWIR spectra using a localized multi-channel 1-D convolutional neural network - Tsakiridis, Nikolaos L.; Keramaris, Konstantinos D.; Theocharis, John B.; Zalidis, George C. (Geoderma, 2020)
Keywords: absorbance; artificial intelligence; clay fraction; Convolutional neural networks; Deep learning; Local learning; mineral soils; physicochemical properties; prediction; reflectance spectroscopy; Simultaneous prediction; soil organic carbon; soil sampling; Soil spectroscopy; topsoil; total nitrogen; Deep learning; Soil spectroscopy; Local learning; Convolutional neural networks; Simultaneous prediction