Medina Jessica, Caro Rodríguez Diana, Arana Victoria A, Bernal Andrés, Esseiva Pierre, Wist Julien
Chemistry Department, Universidad del Valle, AA 25360, Cali, Colombia.
Institut de Police Scientifique, Ecole des Sciences Criminelles, Université de Lausanne, 1015 Lausanne, Switzerland.
Int J Anal Chem. 2017;2017:7210463. doi: 10.1155/2017/7210463. Epub 2017 Nov 1.
The sensorial properties of Colombian coffee are renowned worldwide, which is reflected in its market value. This raises the threat of fraud by adulteration using coffee grains from other countries, thus creating a demand for robust and cost-effective methods for the determination of geographical origin of coffee samples. Spectroscopic techniques such as Nuclear Magnetic Resonance (NMR), near infrared (NIR), and mid-infrared (mIR) have arisen as strong candidates for the task. Although a body of work exists that reports on their individual performances, a faithful comparison has not been established yet. We evaluated the performance of H-NMR, Attenuated Total Reflectance mIR (ATR-mIR), and NIR applied to fraud detection in Colombian coffee. For each technique, we built classification models for discrimination by species ( versus (or )) and by origin (Colombia versus other ) using a common set of coffee samples. All techniques successfully discriminated samples by species, as expected. Regarding origin determination, ATR-mIR and H-NMR showed comparable capacity to discriminate Colombian coffee samples, while NIR fell short by comparison. In conclusion, ATR-mIR, a less common technique in the field of coffee adulteration and fraud detection, emerges as a strong candidate, faster and with lower cost compared to H-NMR and more discriminating compared to NIR.
哥伦比亚咖啡的感官特性闻名全球,这也体现在其市场价值上。这引发了使用其他国家咖啡豆掺假欺诈的威胁,因此对确定咖啡样品地理来源的可靠且经济高效的方法产生了需求。诸如核磁共振(NMR)、近红外(NIR)和中红外(mIR)等光谱技术已成为完成这项任务的有力候选方法。尽管已有大量关于它们各自性能的研究报告,但尚未建立起可靠的比较。我们评估了氢核磁共振(H-NMR)、衰减全反射中红外(ATR-mIR)和近红外(NIR)在哥伦比亚咖啡掺假检测中的性能。对于每种技术,我们使用一组共同的咖啡样品构建了用于按品种(与 (或 )区分)和按产地(哥伦比亚与其他 )区分的分类模型。正如预期的那样,所有技术都成功地按品种区分了样品。关于产地确定,ATR-mIR和H-NMR在区分哥伦比亚咖啡样品方面表现出相当的能力,而相比之下近红外技术则有所不足。总之,ATR-mIR作为咖啡掺假和欺诈检测领域一种不太常见的技术,成为了一个有力候选方法,与H-NMR相比速度更快且成本更低,与近红外相比更具区分性。