The authentication of peaberry and civet ground roasted robusta coffee using UV-visible spectroscopy and PLS-DA method with two different particle sizes

International Conference on Science, Infrastructure Technology and Regional Development

自然科学（总论）

Suhandy, Diding^1^4 ; Yulia, Meinilwita^2^4 ; Kusumiyati^3

Department of Agricultural Engineering, University of Lampung, Jl. Prof. Dr. Soemantri Brojonegoro No.1, Bandar Lampung

35145, Indonesia^1

Department of Agricultural Technology, Lampung State Polytechnic, Jl. Soekarno Hatta No. 10, Rajabasa Bandar Lampung

35141, Indonesia^2

Crop Science Department, Faculty of Agriculture, Padjadjaran University, Bandung, Indonesia^3

Spectroscopy Research Group (SRG), Laboratory of Bioprocess and Postharvest Engineering, Faculty of Agriculture, University of Lampung, Bandar Lampung, Lampung, Indonesia^4

关键词: Absorbance spectrum;    Coefficient of determination;    Different particle sizes;    Partial least squares discriminant analyses (PLSDA);    Root mean square error of calibrations;    Root-mean-square error of predictions;    UV visible spectroscopy;    UV-visible spectrometers;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/258/1/012043/pdf
DOI  :  10.1088/1755-1315/258/1/012043

学科分类：自然科学（综合）

来源: IOP

【 摘 要 】

The objective of this research was to investigate the influence of particle size of ground roasted coffee samples in the authentication of peaberry and civet coffee using UV-visible spectroscopy combined with partial least squares-discriminant analysis (PLS-DA) method. For this purpose, we provide a total of 80 samples of peaberry and civet coffee with two different particle size of 1680 micrometer (mesh 12) and 297 micrometer (mesh 50). The all coffee samples were extracted using hot distilled water (90-98°C). UV-visible spectral data of the all coffee samples were acquired using a UV-visible spectrometer in transmittance mode. The result showed that the different absorbance spectra were observed for the different particle sizes of peaberry and civet coffee samples. The absorbance of samples having particle size of 297 micrometer (mesh 50) is higher than that of particle size of 1680 micrometer (mesh 12). The calibration model was developed using PLS-DA method for samples having same particle size and resulted in acceptable result with high coefficient of determination (R2) (R2=0.99 both for mesh 12 and 50, respectively), low root mean square error of calibration (RMSEC), and high residual prediction deviation (RPD). However, the performance of the prediction results was very low for samples having different particle size with high bias and high root mean square error of prediction (RMSEP).