Prediction of various soil properties for a national spatial dataset of Scottish soils based on four different chemometric approaches: A comparison of near infrared and mid-infrared spectroscopy - Haghi, R.K.; Pérez-Fernández, E.; Robertson, A.H.J. (Geoderma, 2021)
Keywords: ATR-FTIR; bulk density; carbon; Chemometric; chemometrics; clay; CNN; Cubist; data collection; exchangeable magnesium; exchangeable potassium; Fourier transform infrared spectroscopy; inventories; least squares; neural networks; NIR; PLS; prediction; reflectance spectroscopy; sand; Scotland; SHAP; silt; spatial data; spectral analysis; Spectroscopy; SVR; total nitrogen; Scotland; Spectroscopy; CNN; SHAP; ATR-FTIR; NIR; PLS; Chemometric; Cubist; SVR