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Simultaneous determination by NIR spectroscopy of the roasting degree and Arabica/Robusta ratio in roasted and ground coffee
- Publication Year :
- 2016
- Publisher :
- Elsevier, 2016.
-
Abstract
- The roasting colour of the coffee beans and the varietal composition of the blends are key factors for the development of the sensorial properties of the coffee brew. The former is a critical control parameter for the roasting process and allows to verify quickly the performance of the roasting, being directly related to the desired organoleptic characteristics of the beverage. The varietal composition is a paramount factor for quality, where Arabica species shows a better sensorial profile in comparison to Robusta, with a substantial difference in the selling price. Near infrared spectroscopy associated with chemometrics represents a screening tool when a fast determination of these two coffee parameters is needed. The focus of the work is the elaboration of a unique model for the simultaneous determination of the roasting degree and of Arabica/Robusta ratio. The PLS algorithm was applied and a completely independent external set was used for the validation. A root mean square errors equal to 1.28 A.U. and 4.34% (w/w) was obtained, respectively for the colour and the Arabica content in the blends.
- Subjects :
- Multivariate calibration
010401 analytical chemistry
Near-infrared spectroscopy
Organoleptic
04 agricultural and veterinary sciences
NIR
Multi-parameter methods
040401 food science
01 natural sciences
0104 chemical sciences
Degree (temperature)
Roasting colour
Arabica and Robusta coffee
Chemometrics
0404 agricultural biotechnology
Key factors
Ground coffee
Screening tool
Food science
Food Science
Biotechnology
Roasting
Mathematics
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Accession number :
- edsair.doi.dedup.....88379d7d23879f507f4af8a9cf8693aa