VNIRS spectra were obtained from Chernozemic soils from western Canada.
Reliable VNIRS models were obtained for MBN, LFOMN, POMN, TN, and SOC.
VNIRS models were less reliable for WEON and soil C/N.
VNIRS can serve as a rapid and cost-efficient tool for soil quality assessment.