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air; benzoic acid; chemometrics; comprehensive two-dimensional gas chromatography; dermal exposure; human health; humans; mass spectrometry; models; particle size; permeability; phthalates; prioritization; propionic acid; technology
Abstract:
... The distributions of organic pollutants in the gas phase and size-fractionated particle phases can largely affect human health risks posed by them. Gas–particle partitioning and particle-size distributions of some known pollutants have been investigated. However, the pollutants which are more likely to enter the human body and cause strong adverse effects may be neglected. In this study, a nontarg ...
... The medicinal values and economic benefits of Lonicerae japonicae flos are directly affect by the post-harvest processing due to the organoleptic and chemical properties. To explore the differences of Lonicerae japonicae flos obtained by various drying methods, untargeted metabolomics combined with chemometrics was first used to investigate the metabolite differences among them. The metabolomics a ...
European Union; air; air quality; chemometrics; combustion; dust; flue gas; principal component analysis; total organic carbon; variance; Poland
Abstract:
... The emission of pollutants into the air during the combustion of solid fuels in households is still a significant problem in many European Union countries, including Poland. These emissions are a significant source of many air pollutants formed during incomplete combustion and has been identified as one of the leading environmental risk factors for these populations. One of the solutions is to uti ...
... Alkylamides, as the representative hemp flavor and active ingredients, can reflect the quality of Zanthoxylum bungeanum Maxim. However, conjugated triene structure exists in alkylamides, which is easy to be oxidized and decomposed in air, making it difficult to quantify. In this study, a method for the quantitative determination of alkylamides by ¹H‐NMR technology was developed with 85% ethanol as ...
air; air quality; calibration; carbon monoxide; chemometrics; metropolitan areas; nitrogen; ozone; prediction; relative humidity; solar radiation; support vector machines; temperature; troposphere; wind speed; Brazil
Abstract:
... Multivariate calibration based on partial least squares, random forest, and support vector machine methods, combined with the MissForest imputation algorithm, was used to understand the interaction between ozone and nitrogen oxides, carbon monoxide, wind speed, solar radiation, temperature, relative humidity, and others, the data of which were collected by air quality monitoring stations in the me ...
Coffea canephora; air; chemometrics; electronic nose; flavor; gas chromatography-mass spectrometry; headspace analysis; heat; principal component analysis; solid phase microextraction; sulfur
Abstract:
... In this study, headspace solid-phase microextraction/gas chromatography-mass spectrometry (HS-SPME/GC-MS) and electronic-nose (E-nose) analyses were performed to examine the comprehensive flavor profiles of robusta coffee during heat air drying. A total of 62 volatile compounds were identified by HS-SPME/GC-MS, the level of acids, aldehydes, alcohols and esters decreased during drying process, how ...
Olea europaea; air; air flow; algorithms; antioxidant activity; chemometrics; least squares; leaves; multi-criteria decision making; oleuropein; olives; pharmaceutical industry; phytochemicals; rehydration; temperature; value added; water content
Abstract:
... Phenolic compounds from olive leaves, which attract great attention with their high phenolic content and high antioxidant activity, need to be dried to increase the extraction efficiency before extraction. For this purpose, it is aimed to obtain optimal drying conditions of hot air inlet temperature (Tg), orifice inlet air flow rate (ν), drying time (t), and rehydration ratio (RR) for moisture rem ...
... Unsaturated fatty acids in vegetable oil are prone to lipid oxidation that leads to rancidity, subsequently, the oil's nutritional value is compromised. Edible oils can be tailored to obtain an antioxidant-rich oil blend with better oxidative stability under accelerated storage conditions. In this research, the oxidative stability of the six oil blends containing rice bran oil (RBO: 50–75%), flaxs ...
air; apples; chemometrics; color; flavor; fruits; least squares; models; near-infrared spectroscopy; nutrient content; sugars; vegetables; water content; water uptake
Abstract:
... Fruits and vegetable powders are gaining attention due to their flavor, color, high nutritional content, and consumers’ demand for compact and lightweight foods. This study was undertaken to explore their commercial applications as an edible coating onto sliced apples to incorporate various functional and nutritional characteristics to apple chips. The subsequent aim of this work was to investigat ...
air; air pollution; chemometrics; cluster analysis; electrodes; electronic nose; electronic tongue; gas chromatography-mass spectrometry; headspace analysis; industry; information processing; liquids; monitoring; principal component analysis; risk factors; semiconductors; solid phase microextraction; support vector machines; urban areas; voltammetry; wastewater
Abstract:
... The presence of wastewater and air pollution has become an important risk factor for citizens, not only in terms of problems related to health risks, but also because of its negative impact on the country's image. For this reason, malodorous emission monitoring and control techniques are in high demand in urban areas and industries. The aim of this work is first to build an electronic nose (e-nose ...
air; chemometrics; data collection; ecosystems; soil; statistical analysis
Abstract:
... Environmental monitoring is necessary to ensure the overall health and conservation of an ecosystem. However, ecosystems (e.g. air, water, soil), are complex, involving numerous processes (both native and external), inputs, contaminants, and living organisms. As such, monitoring an environmental system is not a trivial task. The data obtained from natural systems is often multifaceted and convolut ...
James Chapman; Vi Khanh Truong; Aaron Elbourne; Sheeana Gangadoo; Samuel Cheeseman; Piumie Rajapaksha; Kay Latham; Russell J. Crawford; Daniel Cozzolino
... For many years, an extensive array of chemometric methods have provided a platform upon which a quantitative description of environmental conditions can be obtained. Applying chemometric methods to environmental data allows us to identify and describe the interrelations between certain environmental drivers. They also provide an insight into the interrelationships between these drivers and afford ...
... Hops are a key ingredient for beer brewing due to their role in preservation, the creation of foam characteristics, the bitterness and aroma of the beers. Drying significantly impacts on the composition of hops which directly affects the brewing quality of beers. Therefore, it is pivotal to understand the changes during the drying process to optimize the process with the central aim of improving p ...
... Fresh eggs are important to food processing and people consumption. In this study, Raman technique combined with chemometrics method were carried out to monitor egg freshness by scanning external information of egg shell. The Raman spectra were collected from the top, waist, and bottom of 125 eggs’ shell surface monitored for 60 days, respectively. Then the partial least squares regression model o ...
air; chemometrics; multivariate analysis; pollution; time series analysis; Bulgaria
Abstract:
... The main objective of the present study was to determine and differentiate the concentration levels, to define the probable sources of persistent organic pollutants (POPs) pollution in the atmospheric air and their seasonal variations in Bulgaria, on the high mountain peak Moussala, Rila Mountain. The study was based on the obtained results from the passive monitoring of POPs in 2014–2017. During ...
... Low-yielding early-spring (ES) Longjing tea is popular with Chinese consumers and commands a high price due to its scarcity, but it has a heightened risk of substitution with lower value tea products from later harvest periods due to similarities in appearance. In this study, tea samples from different harvest periods were analyzed using stable isotope analyses (δ¹³C, δ¹⁵N, δ²H, and δ¹⁸O) to disti ...
air; chemometrics; desorption; discriminant analysis; electrospray ionization mass spectrometry; forensic sciences; ionization; principal component analysis; seals
Abstract:
... Identifying the writing sequence of seals and signatures in documents is often performed and difficult to resolve in forensic determination. Morphological and physical-chemical analysis methods are often limited by the destructive nature of samples, a high signal response strength and specific materials. Mass spectrometry imaging (MSI) has been used as an alternative method because it can generate ...
air; batteries; calibration; chemometrics; gas chromatography; heaters; nanogold; prototypes; silicon; temperature; volatile organic compounds; working conditions
Abstract:
... We describe a belt-mountable prototype instrument containing a gas chromatographic microsystem (μGC) and demonstrate its capability for near-real-time recognition and quantification of volatile organic compounds (VOCs) in moderately complex mixtures at concentrations encountered in industrial workplace environments. The μGC comprises three discrete, Si/Pyrex microfabricated chips: a dual-adsorbent ...
aerosols; air; chemometrics; cluster analysis; coal; lead; monitoring; particulates; polonium; power plants; principal component analysis; radioactivity; radionuclides; sulfur dioxide; Poland
Abstract:
... The radionuclide activity concentrations of ²¹⁰Pb and its decay products ²¹⁰Bi and ²¹⁰Po were measured in 271 total suspended particulate samples collected from 2008 to 2017 in the center of Lodz city, Poland. Natural and anthropogenic contributions to the observed activities of ²¹⁰Pb, ²¹⁰Bi and ²¹⁰Po radionuclides were estimated. Corrected aerosol residence times were determined for this purpose. ...
... We have reported here a quantitative structure-property relationship (QSPR) model for prediction of air half-life of organic chemicals using a dataset of 302 diverse organic chemicals employing only two-dimensional descriptors with definite physicochemical meaning in order to avoid the computational complexity for higher dimensional molecular descriptors. The developed model was rigorously validat ...
... Tomato (Lycopersicon esculentum Mill.) is an important vegetable crop cherished all over the world for consumption as a raw vegetable or as processed products. They are subjected to various drying processes to increase product stability and decrease postharvest loss. However, this can cause a loss in volatile compounds due to process conditions. Present study aims to gain an insight into the volat ...
air; automation; chemical composition; chemometrics; cluster analysis; humans; lungs; microplastics; particulates; spectral analysis; spectroscopy; toxicology; United Kingdom
Abstract:
... Microplastics have been observed in indoor and outdoor air. This raises concern for human exposure, especially should they occur in small enough sizes, which if inhaled, reach the central airway and distal lung. As yet, methods for their detection have not spectroscopically verified the chemical composition of microplastics in this size-range. One proposed method is an automated spectroscopic tech ...
air; air pollution; benzene; chemometrics; chronic exposure; coatings; desorption; furniture; gas chromatography; humidity; laws and regulations; multivariate analysis; seasonal variation; spectrometers; stainless steel; temperature; volatile organic compounds; Spain
Abstract:
... Volatile organic compounds (VOCs) concentrations depend on several sources and factors, such as temperature, ventilation, and humidity. Sources can be external atmospheric pollution or indoor release from furniture, coatings or occupants. In this context, this study focused on quantification of VOCs present in a confined atmosphere in a commercial office in downtown Madrid, Spain. The influence of ...
Bacillus amyloliquefaciens; Fourier transform infrared spectroscopy; air; atomic force microscopy; chemometrics; cortex; food safety; kinetics; lipids; nuclear magnetic resonance spectroscopy; reflectance; sanitation; scanning electron microscopy; spores; structural proteins
Abstract:
... BACKGROUND: To utilize the potential of non‐thermal plasma technologies for food safety control and sanitation, the inactivation mechanisms of Bacillus amyloliquefaciens spores by non‐thermal plasma of ambient air (NTP‐AA) were investigated using scanning electron microscopy, atomic force microscopy, attenuated total reflectance Fourier transform infrared spectroscopy with chemometric analysis and ...
... Modeling the propagation of light from LED sources is problematic since the emission covers a broad range of wavelengths and thus cannot be considered as monochromatic. Furthermore, the lack of directivity of such sources is also problematic. Both attributes are characteristic of LEDs. Here we propose a HITRAN (high-resolution transmission molecular absorption database) based chemometric approach ...
... Two extraction strategies for albendazole, chloramphenicol, trimethoprim, enrofloxacin, oxitetracycline and nicarbazin in egg were optimized for its quantitation by liquid chromatography. First, two designs were built to find out the optimized condition for the air assisted-dispersive liquid-liquid microextraction based on solidification of organic drop: a fractional factorial and a central compos ...
... This work evaluates near-infrared (NIR) spectroscopy coupled with chemometric tools for determining the superficial content of citral (SCCt) on microparticles. To perform this evaluation, using spray drying, citral was encapsulated in a matrix of dextrin using twelve combinations of citral:dextrin ratios (CDR) and inlet air temperatures (IAT). From each treatment, six samples were extracted, and t ...
air; chemometrics; cleaning; data collection; discriminant analysis; dust; exhaust systems; factor analysis; finishing; monitoring; multivariate analysis; near-infrared spectroscopy; organic matter; poultry; poultry housing; principal component analysis; process control
Abstract:
... Intensive poultry operation systems emit a considerable volume of inorganic and organic matter in the surrounding environment. Monitoring cleaning properties of exhaust air cleaning systems and to detect small but significant changes in emission characteristics during a fattening cycle is important for both emission and fattening process control. In the present study, we evaluated the potential of ...
... Indoor potted plants are able to remove volatile organic compounds (VOC) from air, but only few studies have investigated the removal of compounds in mixtures. Here, we present a non-targeted pixel-based fingerprinting analysis documenting the removal of a complex mixture of gasoline VOCs by Hedera helix under dynamic chamber conditions allowing for air exchange and continuous gasoline exposure. F ...
Olga Žukovskaja; Sandra Kloß; Matthew G. Blango; Oleg Ryabchykov; Olaf Kniemeyer; Axel A. Brakhage; Thomas W. Bocklitz; Dana Cialla-May; Karina Weber; Jürgen Popp
... Fungal spores are one of several environmental factors responsible for causing respiratory diseases like asthma, chronic obstructive pulmonary disease (COPD), and aspergillosis. These spores also are able to trigger exacerbations during chronic forms of disease. Different fungal spores may contain different allergens and mycotoxins, therefore the health hazards are varying between the species. Thu ...
... Due to a lack of reliable and accurate methods, determining the postmortem interval (PMI) of human skeletal remains is one of the most important and challenging tasks in forensic medicine. In this paper, we studied the changes to bone chemistry with increasing PMI in two different experimental conditions using Fourier transform infrared (FTIR) spectroscopy in conjunction with chemometrics methods ...
... Nuclear forensics (NF) is an important tool for the analysis of intercepted nuclear and radiological materials (NRM) to establish the relationship between NRM and their attribution in support of nuclear security. The critical challenge in NF at present is the lack of direct, rapid and non-invasive analytical techniques, especially for concealed and limited size NRM. Laser induced breakdown spectro ...
... In this study, the characteristics of precipitation in terms of various nitrogen forms (NO3⁻, NO2⁻, NH4⁺, Norganic, Ntotal) is presented. The samples were collected in the areas of different anthropogenic pressure (urban area vs. ecologically protected woodland area, ∼30 km distant from each other; Wielkopolska region, Poland). Based on the Nox and Nred emission profiles (Nox/Nred ratio), temporal ...
A-DNA; B-DNA; DNA conformation; Fourier transform infrared spectroscopy; air; antibacterial properties; antibiotic resistance; apoptosis; bacteria; blue light; chemometrics; death; discriminant analysis; irradiation; lipids; mechanism of action; methicillin; methicillin-resistant Staphylococcus aureus; microscopy; principal component analysis; proteins; ultraviolet radiation; vancomycin; vibration
Abstract:
... Blue light inactivates methicillin-resistant Staphylococcus aureus (MRSA), a Gram-positive antibiotic resistant bacterium that leads to fatal infections; however, the mechanism of bacterial death remains unclear. In this paper, to uncover the mechanism underlying the bactericidal effect of blue light, a combination of Fourier transform infrared (FTIR) spectroscopy and chemometric tools is employed ...
... The aim of this work was to investigate the potential of Fourier transform infrared spectroscopy (FTIR) to detect and predict the bacterial load of salmon fillets (Salmo salar) stored at 3, 8 and 30°C under three packaging conditions: air packaging (AP) and two modified atmospheres constituted by a mixture of 50%N2/40%CO2/10%O2 with lemon juice (MAPL) and without lemon juice (MAP).Fresh salmon sam ...
... The effects of radiation on polymeric materials are a topic of concern in a wide range of industries including the sterilization, and the nuclear power industry. While much work has concentrated on systems like polyolefins that are radiation sterilized, some work has been done on epoxy systems. The epoxy system studied is an epoxy/amine paint which is representative of the paint that covers the in ...
aerosols; air; air quality; anthropogenic activities; chemometrics; cluster analysis; combustion; data collection; emissions; models; monitoring; multivariate analysis; pollutants; principal component analysis; soil; weather; Central European region; Greece; Southern Africa; Southern European region
Abstract:
... The present article deals with assessment of urban air by using monitoring data for 10 different aerosol fractions (0.015–16 μm) collected at a typical urban site in City of Thessaloniki, Greece. The data set was subject to multivariate statistical analysis (cluster analysis and principal components analysis) and, additionally, to HYSPLIT back trajectory modeling in order to assess in a better way ...
... The major goal of the present study is to compare the air quality of two urban locations situated in Northern Poland – the spa City of Sopot and the medium-industrialized city of Tczew using chemometric methods. As a criterion for the assessment of atmospheric air quality, measurements of benzene, toluene, ethylbenzene and total xylenes were used (collected from atmospheric air using diffusion-typ ...
... Sensory analysis is applied in many areas of daily life. It is used to carry out the sensory evaluation of foodstuffs or other products and to evaluate the properties of odors present in the environment. The authors attempt to summarize the knowledge on the classification and application of sensory analysis methods to evaluate the odor nuisance of air, which allows the identification of sensory im ...
air; chemometrics; climate; least squares; meteorological data; meteorological parameters; model validation; models; monsoon season; particulates; prediction; sampling; summer; winter; India
Abstract:
... This paper presents the distinctiveness of particulate matter (PM) mass concentrations (PM₁₀, PM₂.₅, and PM₁₀₋₂.₅) and meteorological effect in Pune city during 2011–2012. The PM samples were collected using Mini-Vol TAS air sampler (Airmetrics Co. Inc., 5 l min⁻¹ flow rate). The meteorological parameters were also measured during the study period. The analysis of 24-h average PM₁₀, PM₂.₅, and PM₁ ...
... Ion mobility spectrometry combined with multicapillary column separation (MCC-IMS) is a well-known technology for detecting volatile organic compounds (VOCs) in gaseous samples. Due to their large data size, processing of MCC-IMS spectra is still the main bottleneck of data analysis, and there is an increasing need for data analysis strategies in which the size of MCC-IMS data is reduced to enable ...
... The aim of this work was to evaluate the potential of Fourier transform infrared (FTIR) spectroscopy as a rapid and accurate technique to detect and predict the onset of spoilage in fresh chicken breast fillets stored at 3, 8, and 30 °C. Chicken breasts were excised from carcasses at 6 h post-mortem; cut in fillets; packed in air; stored at 3, 8, and 30 ºC; and periodically examined for FTIR, pH, ...
air; air pollution; atmospheric chemistry; chemometrics; discriminant analysis; lichens; near-infrared spectroscopy; pollutants; prediction; principal component analysis
Abstract:
... Lichens are used as biomonitors of air pollution because they are extremely sensitive to the presence of substances that alter atmospheric composition. Fifty-one thalli of two different varieties of Pseudevernia furfuracea (var. furfuracea and var. ceratea) were collected far from local sources of air pollution. Twenty-six of these thalli were then exposed to the air for one month in the industria ...
acoustics; air; chemometrics; conveyors; crushing; farmers; financial economics; fish; fish culture; fish feeds; least squares; model validation; models; monitoring; pelleted feeds; pellets; powders; prediction; vibration
Abstract:
... Fish farmers consider the cost of fish feed pellets as one of the most expensive factors in fish cultivation. Proper control of the handling and conveying systems is necessary to avoid damage and disintegration of the cylindrically shaped fish feed pellets. Pneumatic conveying is widely used to transport large quantities of fish feed. Proneness of crushing the fish feed pellets caused by pellets i ...
... The aim of this study was to determine the trace elements, Pb, Cd, and Cr in honey samples from eight different regions from the state of Paraná (Brazil), using slurry sampling graphite furnace atomic absorption spectrometry. Chemometric analysis (principal component analysis (PCA)) was applied to classify honey samples according to their levels of the trace elements Pb, Cd, and Cr, which is also ...
... Fourier transform infrared spectroscopy in the attenuated total reflectance mode (ATR-FTIR) combined with partial last square (PLS) algorithms was used to design calibration and prediction models for a wide range of tetrasodium ethylenediaminetetraacetate (Na₄EDTA) concentrations (0.1 to 28% w/w) in aqueous solutions. The spectra obtained using air and water as a background medium were tested for ...
Iara da Souza; Marina Marques Bonomo; Mariana Morozesk; Lívia Dorsch Rocha; Ian Drumond Duarte; Larissa Maria Furlan; Hiulana Pereira Arrivabene; Magdalena Victoria Monferrán; Silvia Tamie Matsumoto; Camilla Rozindo Dias Milanez; Daniel Alberto Wunderlin; Marisa Narciso Fernandes
... Mangroves are dynamic environments under constant influence of anthropic contaminants. The correlation between environmental contamination levels and possible changes in the morphology of plants, evaluated by multivariate statistics helps to highlight matching between these variables. This study aimed to evaluate the uptake and translocation of metals and metalloids in roots and leaves as well as ...
air; chemometrics; diffusivity; ecosystems; emissions; least squares; linear models; organic compounds; partition coefficients; prediction; vapor pressure
Abstract:
... Four quantitative prediction models for steady-state compartmental chemical mass concentrations (Wn,g) were obtained from structural information, physiochemical properties, degradation rate and transport coefficients of 455 diverse organic chemicals using chemometric tools in a quantitative structure–fate relationship (QSFR) study. The mass ratio assessment of environmentally prevalent organic che ...
air; air pollution; air temperature; atmospheric chemistry; atmospheric circulation; chemometrics; combustion; elemental composition; inorganic ions; models; nitrates; particulates; pollutants; pollution control; relative humidity; traffic; water quality; wind speed; Italy; Mediterranean region; Northern European region
Abstract:
... This study combines a set of chemometric analyses with a source apportionment model for discriminating the weather conditions, local processes and remote contributions having an impact on particulate matter levels and chemical composition. The proposed approach was tested on PM₁₀ data collected in a semi-rural coastal site near Venice (Italy). The PM₁₀ mass, elemental composition and the water sol ...
air; chemometrics; cost analysis; desorption; exposure assessment; human resources; ingredients; ionization; monitoring; occupational exposure; pharmaceutical industry; spectroscopy; working conditions
Abstract:
... The qualitative and quantitative capabilities of ion mobility spectrometry (IMS) as a comprehensive and powerful tool in workplace air monitoring have been demonstrated on the example of a Spanish pharmaceutical company. The developed IMS based procedure is capable of detecting and determining in air samples the active pharmaceutical ingredients (APIs) manipulated and/or produced in this pharmaceu ...
... A method for qualitative and quantitative the determination of concentrations volatile organic compounds (VOCs) in human breath samples using solid phase microextraction (SPME) and gas chromatography–time of flight–mass spectrometry (GC–TOF/MS) has been carried out. They are employed for the preconcentration, separation and analysis of biological samples. The technique to rapid determination compo ...
... PURPOSE: This study presents a procedure to differentiate the local and remote sources of particulate-bound polycyclic aromatic hydrocarbons (PAHs). METHODS: Data were collected during an extended PM2.5 sampling campaign (2009–2010) carried out for 1 year in Venice-Mestre, Italy, at three stations with different emissive scenarios: urban, industrial, and semirural background. Diagnostic ratios and ...
... A fast near real-time monitoring system for hazardous airborne substances, such as chemical warfare agents (CWA) is presented and limits of detection (LOD) for five CW simulants are determined. A tandem thermal desorber (TTD) continuously collects and pre-concentrates air. The pre-concentrated samples are then separated in a fast gas chromatographic (GC) run of 6.9min. and detected by a time-of-fl ...
air; ambient temperature; chemometrics; detection limit; gas chromatography; mass spectrometry; methanol; municipal solid waste; odor compounds; organic wastes; sludge; terpenoids; volatile organic compounds; wastewater; Spain
Abstract:
... Volatile organic compounds (VOCs) from several different municipal solid wastes’ treatment plants in Mallorca (Spain) have been analysed by thermal desorption–gas chromatography–mass spectrometry (TD–GC–MS). Ambient (immission) air was collected during February and March 2011 by active sampling onto sorbents Tenax™ TA and Carboxen™ 1000. The study presents the chemical characterisation of 93 volat ...
... In this review we discuss the application of laser-induced breakdown spectroscopy (LIBS) to the problem of detection of residues of explosives. Research in this area presented in open literature is reviewed. Both laboratory and field-tested standoff LIBS instruments have been used to detect explosive materials. Recent advances in instrumentation and data analysis techniques are discussed, includin ...
... Environmental analysis is a potential key application for chemical sensors owing to their inherent ability to detect analytes on-line and in real time in distributed systems. Operating a chemosensor in a natural environment poses substantial challenges in terms of ruggedness, long-term stability and calibration. This article highlights current trends of achieving both the necessary selectivity and ...
... Using the 3114/3115 thermal activity monitor (TAM) air isothermal microcalorimeter, ampoule mode, the heat output of Candida albicans growth at 37°C was measured, and the effect of emodin on C. albicans growth was evaluated by microcalorimetry coupled with chemometric methods. The similarities between the heat flow power (HFP)–time curves of C. albicans growth affected by different concentrations ...
air; chemometrics; discriminant analysis; fish meal; heat treatment; least squares; models; near-infrared spectroscopy; principal component analysis; reflectance; temperature
Abstract:
... The objective of this study was to explore the use of near infrared (NIR) spectroscopy and chemometrics to monitor the degree of heat treatment of fish meal. Six batches of fish meal (approximately 500 g) were split in sub-samples of 50 g and heated at constant temperature (60 ± 5 °C) for different periods of time (15 and 30 min, 1, 2, 3, 4, 5, 6, 8, 48 and 72 h) in a force air oven and scanned in ...