Energy dispersive X-ray fluorescence and scattering assessment of soil quality via partial least squares and artificial neural networks analytical modeling approaches

► EDXRFS is a novel method for characterization of complex matrices. ► Matrix effects correction is equivalent to addressing spectral nonlinearities. ► Multivariate spectra modeling afford rapid direct soil quality analysis.