This study proposes a novel authentication method for pine nut geographical and botanical origin, using mono-
and sesquiterpene fingerprints (extracted ion chromatograms from specific ions) analysed via solid-phase
microextraction coupled with gas chromatography–mass spectrometry, combined with chemometrics (partial
least squares – discriminant analysis). It was tested on 253 samples from China, Russia (major producers of Pinus
koraiensis and Pinus sibirica), Spain and Turkey (supplying Pinus pinea), across harvest years. The method ach-
ieved 100 % accuracy in external validation when distinguishing Spanish from non-Spanish pine nuts, and 99 %
accuracy in differentiating Pinus pinea samples from two distinct Spanish regions. This simple, affordable, and
automatable approach proves to be an effective screening tool. It could support official controls in preventing
pine nut counterfeiting, as these highly valued nuts have sensory and nutritional characteristics influenced by
their species and origin, which, in turn, affect their priceThis work was developed in the context of the project TRACENUTS, PID2020-117701RB-I00 financed by MICIU/AEI/ 10.13039/501100011033. B. Torres-Cobos thanks the Spanish Ministry of Universities predoctoral fellowships FPU20/01454.info:eu-repo/semantics/acceptedVersio
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