Convolutional neural network for simultaneous prediction of several soil properties using visible/near-infrared, mid-infrared, and their combined spectra - Ng, Wartini; Minasny, Budiman; Montazerolghaem, Maryam; Padarian, Jose; Ferguson, Richard; Bailey, Scarlett; McBratney, Alex B. (Geoderma, 2019)
Keywords: cation exchange capacity; chemometrics; clay; data collection; Deep learning; least squares; Mid-infrared spectroscopy; model validation; Multi-task learning; Near-infrared spectroscopy; prediction; sand; soil surveys; spectral analysis; spectrometers; spectroscopy; wavelengths; Deep learning; Multi-task learning; Mid-infrared spectroscopy; Near-infrared spectroscopy