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1.
Foods ; 12(14)2023 Jul 12.
Article in English | MEDLINE | ID: mdl-37509780

ABSTRACT

Whey from goat and sheep have been gaining attention in the last few years for their nutritional properties. Unfortunately, ß-Lg, not found in human milk, may trigger infant allergies if used in infant food formulations, so there is a growing interest in developing ingredients derived from whey with higher α-La/ß-Lg ratios. The objective of this work was to study the effect of high-pressure processing (HPP) on caprine and ovine native whey concentrates (NWC) in order to obtain α-Lactalbumin (α-La)-enriched fractions. NWCs were treated at 600 MPa (23 °C) for 2, 4, and 15 min and two pH conditions were studied (physiological pH and pH 4.60). The concentration of ß-Lg in supernatant fraction after HPP significantly decreased after 2 min of treatment, while the concentration of α-La was unchanged in both goat and sheep samples. Longer HPP processing times (up to 15 min) progressively increased α-La purification degree but also decreased the α-La yield. Caprine and ovine NWCs treated at physiological pH provided better α-La yield, α-La purification degree, and higher ß-Lg precipitation degrees than the corresponding acidified samples, while the corresponding NWC supernatant (NWCsup) showed lower values for both surface hydrophobicity and total free thiol indices, suggesting a higher extent of protein aggregation. Effects of sample acidification and the HPP treatment were opposite to those previously reported on bovine NWC, so further characterization of caprine and ovine ß-Lg should be carried out to understand their different behavior.

2.
Foods ; 12(11)2023 May 30.
Article in English | MEDLINE | ID: mdl-37297443

ABSTRACT

Dry-cured ham (DCH) could support the growth of Staphylococcus aureus as a halotolerant bacterium, which may compromise the shelf-stability of the product according to the growth/no growth boundary models and the physicochemical parameters of commercial DCH. In the present study, the behavior of S. aureus is evaluated in sliced DCH with different water activity (aw 0.861-0.925), packaged under air, vacuum, or modified atmosphere (MAP), and stored at different temperatures (2-25 °C) for up to 1 year. The Logistic and the Weibull models were fitted to data to estimate the primary kinetic parameters for the pathogen Log10 increase and Log10 reduction, respectively. Then, polynomial models were developed as secondary models following their integration into the primary Weibull model to obtain a global model for each packaging. Growth was observed for samples with the highest aw stored at 20 and 25 °C in air-packaged DCH. For lower aw, progressive inactivation of S. aureus was observed, being faster at the lowest temperature (15 °C) for air-packaged DCH. In contrast, for vacuum and MAP-packaged DCH, a higher storage temperature resulted in faster inactivation without a significant effect of the product aw. The results of this study clearly indicate that the behavior of S. aureus is highly dependent on factors such as storage temperature, packaging conditions and product aw. The developed models provide a management tool for evaluating the risk associated with DCH and for preventing the development of S. aureus by selecting the most appropriate packaging according to aw range and storage temperature.

3.
Meat Sci ; 204: 109260, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37369164

ABSTRACT

New consumer demands have increased the need for improved food processing and new value-added products that meet the latest quality standards. Changes in eating habits may lead to a preference for lower sodium products, making accurate labelling and nutritional claims important for the industry. The aim of this work was to study the application of Multi-energy X-ray absorptiometry (MEXA) for the determination of nutritional information in sliced packaged dry-cured ham for the industry. The effect of the acquisition conditions, the analysis approach, fat content and measured area of slices, as well as the potential of this technology for the inclusion of a verified 'salt reduced' nutritional claim, were analyzed in two industrial case studies. Two hundred and ten packets of sliced dry-cured ham were scanned using MEXA equipment. Two regions of interest were selected to study the effect of thickness on the model's precision. Salt content could be predicted with a RMSEP of 0.346% and 0.403% when acquisition conditions were 80 keV and 110 keV respectively. When used by the industry, the classification performance for a 'salt reduced' labelling claim depends on the mean salt content and heterogeneity of the company's production and on the threshold value selected for class definition. However, to support consumers personalized nutrition through precise labelling, implementation of MEXA technology together with labelling system is necessary.


Subject(s)
Pork Meat , Pork Meat/analysis , Absorptiometry, Photon , Sodium Chloride , Sodium Chloride, Dietary/analysis , Food Handling
4.
Microorganisms ; 11(2)2023 Feb 08.
Article in English | MEDLINE | ID: mdl-36838397

ABSTRACT

Salmonella is the main relevant pathogen in chicken dry-fermented sausages (DFS). The safety of shelf-stable DFS must rely on the production process, which should not only prevent growth but promote inactivation of Salmonella. The aim of the study was to assess the behaviour of Salmonella during the production process of two types of low-acid chicken DFS. The impact of the use of starter culture, corrective storage and high-pressure processing (HPP) at different processing times was assessed through challenge testing, i.e., inoculating a cocktail of Salmonella into the meat batter (at 6 Log10 cfu/g) used for sausage manufacture. Sausages of medium (fuet-type, FT) and small (snack-type, ST) calibre were elaborated through ripening (10-15 °C/16 d) and fermentation plus ripening (22 °C/3 d + 14 °C/7 d). Physico-chemical parameters were analysed and Salmonella was enumerated throughout the study. The observed results were compared with the simulations provided by predictive models available in the literature. In FT, a slight decrease in Salmonella was observed during the production process while in ST, a 0.9-1.4 Log10 increase occurred during the fermentation at 22 °C. Accordingly, DFS safety has to be based on the process temperature and water activity decrease, these factors can be used as inputs of predictive models based on the gamma-concept, as useful decision support tool for producers. Salmonella lethality was enhanced by combining HPP and corrective storage strategies, achieving >1 and 4 Log10 reductions for FT and ST, respectively.

5.
Front Microbiol ; 13: 983265, 2022.
Article in English | MEDLINE | ID: mdl-36246288

ABSTRACT

Listeria monocytogenes is one of the most relevant pathogens for ready-to-eat food, being a challenge for the food industry to comply with microbiological criteria. The aim of the work was to assess the behavior of L. monocytogenes in two types of chicken-based dry-fermented sausages during the fermentation and ripening, with or without a bioprotective starter culture (Latilactobacillus sakei CTC494). To complement the challenge testing approach, simulations with different predictive models were performed to better understand the role of contributing factors. The impact of post-processing strategies, such as high-pressure processing and/or corrective storage was assessed. The chicken meat was inoculated with a cocktail of three L. monocytogenes strains, mixed with other ingredients/additives and stuffed into small (snack-type) or medium (fuet-type) casings. Snack-type was fermented (22°C/3 days) and ripened (14°C/7 days), while fuet-type was ripened (13°C/16 days). At the end of ripening, HPP (600 MPa/5 min) and/or corrective storage (4 or 15°C/7 days) were applied. The suitability of HPP after fermentation was evaluated in the snack-type sausages. Pathogen growth (>3 Log10) was observed only during the fermentation of the snack type without a starter. The bioprotective starter prevented the growth of L. monocytogenes in the snack-type sausages and enhanced the inactivation (1.55 Log10) in fuet-type sausages, which could be related to the higher lactic acid production and consequent decrease of pH, but also the production of the antilisterial bacteriocin sakacin k. The gamma concept model allowed us to identify the main factors controlling the L. monocytogenes' growth, i.e., the temperature during the early stages and a w at the end of the production process. The earlier acidification linked with the addition of starter culture made the interaction with the other factors (undissociated lactic acid, a w and temperature) to be the growth-preventing determinants. High-pressure processing only caused a significant reduction of L. monocytogenes in snack-type, which showed higher a w . The application of HPP after fermentation did not offer a relevant advantage in terms of efficacy. Corrective storage did not promote further pathogen inactivation. The findings of the work will guide the food industry to apply effective strategies (e.g., fermentation temperature and bioprotective starter cultures) to control L. monocytogenes in chicken dry-fermented sausages.

6.
Foods ; 10(12)2021 Dec 16.
Article in English | MEDLINE | ID: mdl-34945675

ABSTRACT

Tomato-based processed foods are a key component of modern diets, usually combined with salt and olive oil in different ratios. For the design of radiofrequency (RF) and microwave (MW) heating processes of tomato-based products, it is of importance to know how the content of both ingredients will affect their dielectric properties. Three concentrations of olive oil and salt were studied in a tomato homogenate in triplicate. The dielectric properties were measured from 10 to 3000 MHz and from 10 to 90 °C. Interaction effects were studied using a general linear model. At RF frequencies, the dielectric constant decreased with increasing temperature in samples without added salt, but this tendency was reversed in samples with added salt. The addition of salt and oil increased the frequency at which this reversion occurred. At MW frequencies, the dielectric constant decreased with increasing temperature, salt, and oil content. The loss factor increased with increasing salt content and temperature, except in samples without added salt at 2450 MHz. Penetration depth decreased with increasing frequency and loss factor. Salt and oil contents have a significant effect on the dielectric properties of tomato homogenates and must be considered for the design of dielectric heating processes.

7.
Meat Sci ; 169: 108184, 2020 Nov.
Article in English | MEDLINE | ID: mdl-32485561

ABSTRACT

The performance of co-extruded alginate coatings containing no extra additives (A), polyglycerol esters of fatty acids (EA), or pea protein (PA) was assessed as an alternative to collagen casings (C) for the manufacturing of dry-fermented sausages (fuet) with no inoculation of moulds and without a fermentation step (NMNF) and fuet inoculated with Penicillium candidum and fermented (MF). Stuffing into collagen casings resulted in slower sausage drying kinetics compared with alginate coating. No significant differences in aw were observed among the studied casing types for NMNF and MF fuets and for the evolution of the technological and spoilage microorganisms. Fuets coated with A, EA, and PA showed lower pH values than fuets stuffed in collagen casings. No significant differences on sensory properties between casing types were observed. Therefore, alginate coatings would be a feasible alternative to collagen casing from a technological and safety point of view.


Subject(s)
Alginates/chemistry , Collagen/chemistry , Meat Products/analysis , Animals , Fatty Acids/chemistry , Fermentation , Food Handling/methods , Food Microbiology , Glycerol/chemistry , Meat Products/microbiology , Pea Proteins/chemistry , Penicillium , Swine
8.
Food Res Int ; 131: 109025, 2020 05.
Article in English | MEDLINE | ID: mdl-32247450

ABSTRACT

Due to the massive progress occurred in the past few decades in imaging, electronics and computer science, infrared thermal imaging technique has witnessed numerous technological advancement and smart applications in non-destructive testing and quality monitoring of different agro-food produces. Thermal imaging offers a potential non-contact imaging modality for the determination of various quality traits based on the infrared radiation emitted from target foods. The technique has been moved from just an exploration method in engineering and astronomy into an effective tool in many fields for forming unambiguous images called thermograms eventuated from the temperature and thermal properties of the target objects. It depends principally on converting the invisible infrared radiation emitted by the objects into visible two-dimensional temperature data without making a direct contact with the examined objects. This method has been widely used for different applications in agriculture and food science and technology with special applications in seed quality assessment. This article provides an overview of thermal imaging theory, briefly describes the fundamentals of the system and explores the recent advances and research works conducted in quality evaluation of different sorts of seeds. The article comprehensively reviewed research efforts of using thermal imaging systems in seed applications including estimation of seed viability, detection of fungal growth and insect infections, detection of seed damage and impurities, seed classification and variety identification.


Subject(s)
Agriculture/methods , Food Quality , Seeds , Thermography/methods , Food Technology/methods , Infrared Rays , Mycoses/diagnosis , Plant Diseases , Seeds/microbiology , Temperature , Thermography/instrumentation
9.
Food Chem ; 278: 314-321, 2019 Apr 25.
Article in English | MEDLINE | ID: mdl-30583378

ABSTRACT

This research work evaluates the feasibility of a smartphone-based spectrometer (740-1070 nm) for salted minced meat composition diagnostics at industrial scale. A commercially available smartphone-based spectrometer and a benchtop NIR spectrometer (940-1700 nm) were used for acquiring 1312 spectra from meat samples stored at four different temperatures ranging from -14 °C to 25 °C. Thereafter, for each spectrometer, PLS and Random Forest regression models specific for each temperature and global models were created to predict the fat, moisture and protein contents. Fat and moisture can be estimated with the global model in a wide range of temperatures by using the smartphone-based spectrometer, which has an acceptable accuracy for quality control purposes (RPD > 7) and comparable to the accuracy of a benchtop spectrometer.


Subject(s)
Food Analysis/methods , Meat/analysis , Smartphone , Spectroscopy, Near-Infrared/methods , Feasibility Studies , Food Analysis/instrumentation , Least-Squares Analysis , Proteins/analysis , Regression Analysis , Spectroscopy, Near-Infrared/statistics & numerical data , Temperature
10.
Meat Sci ; 112: 9-15, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26497101

ABSTRACT

The effect of the simultaneous reduction of fat proportion (from 20% to 10% and 7%) and added salt (from 2.5% to 1.5%) and the subsequent addition of 0.64% KCl and sunflower oil (1.5% and 3.0%) on the physicochemical, instrumental colour and texture, sensory properties and consumer acceptability of small caliber non-acid fermented sausages (fuet type) was studied. This simultaneous reduction of fat and salt increased weight loss, moisture, water activity (aw), redness, instrumental texture parameters (hardness, chewiness and cohesiveness), sensory attributes (darkness, hardness, elasticity) and the consumer acceptability. The subsequent addition of 0.64% KCl to the leanest batch decreased the aw and barely affected instrumental texture parameters and consumer acceptability. Subsequent sunflower oil addition decreased hardness, chewiness and cohesiveness and increased crumbliness and oil flavour which may decrease the consumer acceptability. The simultaneous reduction of fat and NaCl with the addition of 0.64% KCl was the preferred option by the consumers.


Subject(s)
Diet, Fat-Restricted , Diet, Sodium-Restricted , Dietary Fats, Unsaturated , Flavoring Agents , Meat Products/analysis , Plant Oils , Potassium Chloride , Animals , Chemical Phenomena , Consumer Behavior , Diet/ethnology , Dietary Fats, Unsaturated/adverse effects , Dietary Fats, Unsaturated/analysis , Fermentation , Flavoring Agents/adverse effects , Flavoring Agents/analysis , Food Labeling , Food Preferences , Food Quality , Humans , Meat Products/microbiology , Meat Products/standards , Mechanical Phenomena , Plant Oils/adverse effects , Plant Oils/analysis , Potassium Chloride/adverse effects , Potassium Chloride/analysis , Sensation , Spain , Sunflower Oil , Sus scrofa , Taste , Yeasts/metabolism
11.
Meat Sci ; 100: 91-6, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25460111

ABSTRACT

Dielectric Time Domain Reflectometry (TDR) is a useful technique for the characterization and classification of dry-cured ham according to its composition. However, changes in the behavior of dielectric properties may occur depending on environmental factors and processing. The effect of temperature, high pressure (HP) and freezing/thawing of dry-cured ham slices on the obtained TDR curves and on the predictions of salt and water contents when using previously developed predictive models, was evaluated in three independent experiments. The results showed that at temperatures below 20 °C there is an increase of the predicted salt content error, being more important in samples with higher water content. HP treatment caused a decrease of the reflected signal intensity due to the major mobility of available ions promoting an increase of the predicted salt content. Freezing/thawing treatment caused an increase of the reflected signal intensity due to the microstructural damages and the loss of water and ions, promoting a decrease of the predicted salt content.


Subject(s)
Food Handling/methods , Freezing , Meat/analysis , Pressure , Sodium Chloride/analysis , Temperature , Water/analysis , Animals , Desiccation , Dielectric Spectroscopy/methods , Electric Impedance , Humans , Ions/chemistry , Swine
12.
Meat Sci ; 96(2 Pt A): 943-7, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24211553

ABSTRACT

In recent years, computed tomography (CT) has been proposed as a method for the non-destructive prediction of salt content, water content and water activity (aw) in dry-cured ham. However, fat produces an important disturbance in the predictions. The aim of this study was to determine the effect of including an intramuscular fat content (IMF) estimate in the predictive models on the model predictability and CT tube voltage requirements. CT tomograms were obtained at three voltages. IMF was estimated by image analysis of CT tomograms obtained at the lowest voltage. By including an IMF estimate in the model, the prediction error was reduced by more than half in the water and aw predictions, but had little effect on the salt prediction. Additionally, the amount of CT voltages required in the predictive model decreased from three to two for salt and aw predictions.


Subject(s)
Adipose Tissue/chemistry , Dietary Fats/analysis , Meat Products/analysis , Animals , Calibration , Desiccation , Food Handling , Image Processing, Computer-Assisted , Muscle, Skeletal/chemistry , Reproducibility of Results , Salts/analysis , Swine , Tomography, X-Ray Computed , Water/analysis
13.
Meat Sci ; 96(1): 65-72, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23896138

ABSTRACT

The salt uptake homogeneity is crucial in assuring quality in dry-cured hams. The aim of this study was to evaluate the effect of the water contents at the lean surface before salting and of the temperature during salting on the salt uptake. Pieces of loin stored at 3°C for 3 days before salting absorbed less salt through a surface that has been dried during storage. A group of raw hams were subjected to different pre-salting storage times (0, 3 and 6 days) and another group subjected to different set room temperatures during salting (-1.0, 0.5 and 4.0°C). The duration of storage before salting and the temperature during salting had a negative and a positive effect on the average salt absorption, respectively. The most important effects appeared after 6 days of storage and at 4°C. No significant differences in salt uptake homogeneity were found between storage times and between salting temperatures.


Subject(s)
Meat Products/analysis , Sodium Chloride/analysis , Water/analysis , Animals , Desiccation , Food Handling , Food Preservation , Food Storage , Hydrogen-Ion Concentration , Swine , Temperature
14.
Meat Sci ; 95(2): 433-43, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23747640

ABSTRACT

Color stability of minced cured restructured ham was studied by considering the effects of high pressure (HP) (600 MPa, 13°C, 5 min), raw meat pH24 (low, normal, high), salt content (15, 30 g/kg), drying (20%, 50% weight loss), and residual oxygen level (0.02%-0.30%). Raw hams were selected by pH24 in Semimembranosus, mixed with additives, frozen, sliced, and dried by the Quick-Dry-Slice® (QDS) process followed by HP treatment or not (control). Packaging and storage simulated industrial packaging: modified atmosphere containing 80% N2, 20% CO2, and residual O2 in one of three intervals: <0.1%, 0.1%-0.2%, or 0.2%-0.3%, and retail storage conditions: chill storage, 12 h light, 12 h darkness. HP improved the stability of the redness of 20% QDS hams, while the stabilizing effect on 50% QDS hams was smaller, concluding that water has the dominating role. Raw meat pH24, salt content, and residual oxygen level had varying effects on the stability of the red color.


Subject(s)
Desiccation/methods , Meat/analysis , Oxygen/metabolism , Pressure , Sodium Chloride/metabolism , Animals , Color , Food Packaging , Food Preservation , Food Storage , Hydrogen-Ion Concentration , Muscle, Skeletal/chemistry , Swine
15.
Food Chem ; 135(3): 1750-5, 2012 Dec 01.
Article in English | MEDLINE | ID: mdl-22953917

ABSTRACT

Three different NIR equipment were evaluated based on their ability to predict superficial water activity (a(w)) and moisture content in two types of fermented sausages (with and without moulds on surface), using partial least squares (PLS) regression models. The instruments differed mainly in wavelength range, resolution and measurement configuration. The most accurate equipment was used in a new experiment to achieve robust models in sausages with different salt contents and submitted to different drying conditions. The models developed showed determination coefficients (R(2)(P)) values of 0.990, 0.910 and 0.984, and RMSEP values of 1.560%, 0.220% and 0.007% for moisture, salt and a(w) respectively. It was demonstrated that NIR spectroscopy could be a suitable non-destructive method for on-line monitoring and control of the drying process in fermented sausages.


Subject(s)
Food Handling , Meat Products/analysis , Spectroscopy, Near-Infrared/methods , Water/analysis , Desiccation , Fermentation
16.
J Agric Food Chem ; 60(1): 241-9, 2012 Jan 11.
Article in English | MEDLINE | ID: mdl-22141464

ABSTRACT

An accurate knowledge and optimization of dry-cured ham elaboration processes could help to reduce operating costs and maximize product quality. The development of nondestructive tools to characterize chemical parameters such as salt and water contents and a(w) during processing is of special interest. In this paper, predictive models for salt content (R(2) = 0.960 and RMSECV = 0.393), water content (R(2) = 0.912 and RMSECV = 1.751), and a(w) (R(2) = 0.906 and RMSECV = 0.008), which comprise the whole elaboration process, were developed. These predictive models were used to develop analytical tools such as distribution diagrams, line profiles, and regions of interest (ROIs) from the acquired computed tomography (CT) scans. These CT analytical tools provided quantitative information on salt, water, and a(w) in terms of content but also distribution throughout the process. The information obtained was applied to two industrial case studies. The main drawback of the predictive models and CT analytical tools is the disturbance that fat produces in water content and a(w) predictions.


Subject(s)
Meat Products/analysis , Muscle, Skeletal/chemistry , Tomography/methods , Animals , Desiccation , Food Handling , Sodium Chloride/analysis , Swine , Water/analysis
17.
Meat Sci ; 88(4): 657-67, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21414725

ABSTRACT

Two-dimensional electrophoresis was used to compare dry-cured biceps femoris insoluble protein fraction according to genotype (PRKAG3Ile199Val and CASTLys249Arg/Ser638Arg) as well as salt and pastiness level. The PRKAG3 affected mainly muscle metabolic enzymes, indicating its possible influence on muscle metabolism with heterozygotes Ile/Val appearing different from both homozygous genotypes. The effect of CAST was smaller, affecting the quantity of one actin fragment. Dry-cured ham salt and pastiness level affected a wide variety of protein spots including metabolic enzymes, plasma proteins, chaperones and myofibrillar proteins, including protein fragments, indicating the connection with proteolysis. Pastiness was associated with salt content, reflected also by the fact that many spots were affected by both factors. Despite the absence of extreme pastiness (or low salt samples), some protein spots (actin, MHC fragment, desmin fragment) exhibited important differences in intensity according to pastiness (and salt level) suggesting they could be used as potential quality markers.


Subject(s)
Meat Products/analysis , Muscle Proteins/metabolism , Proteome/analysis , Proteomics/methods , Actins/chemistry , Animals , Food Handling/methods , Genotype , Muscle Proteins/genetics , Muscle, Skeletal/metabolism , Polymorphism, Genetic , Sodium Chloride, Dietary/analysis , Swine
18.
Food Chem ; 129(2): 601-607, 2011 Nov 15.
Article in English | MEDLINE | ID: mdl-30634274

ABSTRACT

This paper describes the ability of near infra-red reflectance (NIR) spectroscopy to predict moisture, water activity (aw) and NaCl content at the surface of dry-cured ham during the process. A Fourier Transform (FT) NIR spectrometer and two probes (on-contact and remote) were tested directly on the surface (gracilis muscle) of 98 hams during the process. The highest precision was achieved when two spectra per sample were used in the predictive model development. The models based on the remote measurement probe yielded acceptable results with determination coefficients (r2) of 0.93, 0.62 and 0.91 and residual predictive deviation (RPD) of 3.74, 1.63 and 3.33 for moisture, aw and NaCl content, respectively. These results show that NIR measurements could be included in the control system of the resting and drying processes to prevent crusting in dry-cured ham.

19.
Meat Sci ; 85(2): 325-30, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20374907

ABSTRACT

The feasibility of near-infrared spectroscopy (NIR) for predicting parameters related to the drying process of fermented sausages (water activity (a(w)), moisture, and NaCl contents) was assessed. A FT-NIR spectrometer and two spectra acquisition setups with contact and remote probes were tested. NIR calibration models were developed using 207 samples scanned between 12,000 and 4000cm(-1) (833-2500nm) in reflectance mode. Partial least squares (PLS) regression was used to process spectra and develop calibrations. Predictive models for moisture, a(w) and NaCl yielded 0.997, 0.988 and 0.974 determination coefficients in prediction (R(p)(2)) respectively with the on-contact probe method, and 0.998, 0.985 and 0.974 respectively with the remote measurement head method. Furthermore 0.675, 0.006 and 0.117 root mean square errors of prediction (RMSEP) were achieved with the contact probe method, and 0.622, 0.007 and 0.116 with the remote measurement head method. The results confirmed that NIR spectroscopy is an useful technique for predicting moisture and NaCl and suggest it could also be useful to predict a(w) on the surface of fermented sausages. Both setups are appropriate for further on-line applications for monitoring drying processes in a non-destructive way with non-significant differences in the predictive accuracy.


Subject(s)
Meat Products/analysis , Sodium Chloride/chemistry , Spectroscopy, Near-Infrared , Water/chemistry , Animals , Fermentation , Food Technology , Reproducibility of Results , Sensitivity and Specificity , Swine
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