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Pathlength effects on NIR Transflectance performance for polar and apolar liquid food analysis
Huseyin Ayvaz1, Ismail Hakki Boyaci2, Mustafa Ogutcu1
1Department of Food Engineering, Faculty of Engineering, Canakkale Onsekiz Mart University, Canakkale 17020, Türkiye.
Near-infrared (NIR) spectroscopy pathlength significantly impacts spectral quality and chemometric accuracy. Optimal pathlength depends on the sample matrix: longer paths for apolar oils and shorter paths for polar liquids like vodka.
Area of Science:
- Analytical Chemistry
- Spectroscopy
- Chemometrics
Background:
- Near-infrared (NIR) transflectance spectroscopy is a valuable tool for food analysis.
- The influence of accessory pathlength on spectral quality and chemometric model performance in NIR spectroscopy remains underexplored.
- Systematic evaluation is needed to optimize pathlength selection for diverse sample matrices.
Purpose of the Study:
- To investigate the effect of accessory pathlength (1-6 mm) on spectral characteristics.
- To assess the impact of pathlength on partial least squares regression (PLSR) model accuracy for two distinct liquid food systems.
- To provide practical guidance for pathlength selection in NIR spectroscopy applications.
Main Methods:
- Acquisition of NIR spectra (10,000-4000 cm⁻¹ and 7407-3921 cm⁻¹) using benchtop and handheld FT-NIR spectrometers.
- Evaluation of four pathlengths (1, 2, 4, 6 mm) in two liquid matrices: apolar olive oil (adulterated) and polar methanol-spiked vodka.
- Analysis of spectral data and PLSR model performance (SEP, r, RPD) to determine optimal pathlengths.
Main Results:
- In apolar olive oil, longer pathlengths (4-6 mm) enhanced spectral features and improved %GPOO prediction accuracy (SEP=0.56%, RPD=52.6).
- In polar methanol-vodka, the 1 mm pathlength was optimal to avoid spectral saturation from OH absorption, yielding high accuracy (SEP=0.036%, RPD=47.2).
- Handheld NIR devices showed similar trends but lower predictive performance compared to benchtop instruments.
Conclusions:
- Accessory pathlength is a critical parameter influencing NIR spectral quality and chemometric model performance.
- Optimal pathlength selection is matrix-dependent: intermediate-to-long paths (4-6 mm) for apolar samples and short paths (1 mm) for polar samples.
- These findings provide essential practical guidance for optimizing NIR spectroscopy method development in food analysis.
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