The power of Random Forest for the identification and quantification of technogenic substrates in urban soils on the basis of DRIFT spectra

•Spectroscopy and data mining were combined to a novel approach in soil pollution.•Random Forest algorithm was able to identify and quantify pollutants in urban soils.•A powerful classification system to identify environmental pollution is proposed.

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