chemical soil properties; genetic algorithm; partial least squares regression; soil texture; support vector machine regression

Use of Different Chemometric Approaches for an Estimation of Soil Properties at Field Scale with near Infrared Spectroscopy

Visible and near infrared spectroscopy (vis-NIRS) may be useful for an estimation of soil properties in arable fields, but the quality of results are often variable depending on the applied chemometric approach. Partial least squares regression …