کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4508504 1321602 2014 4 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Chlorogenic acid (CGA) determination in roasted coffee beans by Near Infrared (NIR) spectroscopy
موضوعات مرتبط
علوم زیستی و بیوفناوری علوم کشاورزی و بیولوژیک علوم زراعت و اصلاح نباتات
پیش نمایش صفحه اول مقاله
Chlorogenic acid (CGA) determination in roasted coffee beans by Near Infrared (NIR) spectroscopy
چکیده انگلیسی
Roasting can potentially affect the functional properties of the resulting coffee. For instance, antioxidant phenolic chlorogenic acids (CGA) are known to be thermally labile. In this study, we develop a new NIR spectroscopic method to measure CGA concentration found in the coffee beans. High performance liquid chromatography (HPLC) was used to determine standard reference values of CGA concentration. A partial least squares regression (PLSR) with full cross-validation method was employed for the development and the validation of the regression model. The resultant model accuracy of RCV2 = 0.76 and RMSECV = 1.16% with preprocessing of the spectra by MSC and SNV is thought to be accurate enough for the rapid and non-destructive determination of CGA concentration in roasted coffee beans.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Engineering in Agriculture, Environment and Food - Volume 7, Issue 4, October 2014, Pages 139-142
نویسندگان
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