Keywords: Multivariate calibration; HS-SPME-GC–MS; PLSR; Volatile compounds
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Keywords: ANN; Artificial Neural Networks; CP; Conducting Polymer sensor; GC/MS; Gas Chromatographic/Mass Spectrometry; LPG; Liquefied Petroleum Gas; MOS; Metal Oxide Sensors; ou mâ3; Odor Unit per Meter Cube; PLSR; Partial Least Square Regression; VOC; Volatile
Keywords: Hydrochlorothiazide; Benazepril hydrochloride; Chemometrics; PLSR; SVR
Keywords: Remote sensing; Multi spectral reflectance; Winter wheat; PLSR; SMLR;
Keywords: LAMIS: Boron; Isotopic ratio; Precision; PLSR
Keywords: Hyperspectral; Powdery mildew; Yellow rust; Aphid; Fisher linear discrimination analysis (FLDA); Partial least square regression (PLSR); VIs; vegetation indexes; SFs; spectral features; FLDA; fisher's linear discriminant analysis; PLSR; partial least squa
Keywords: Multispectral imaging; Autofluorescence; Sensory analysis; Multivariate curve resolution; PLSR;
Keywords: Enzymatic hydrolysis-thermal oxidation; Maillard reaction; Beef flavour; Descriptive sensory analysis; PLSR;
Keywords: PLSR; Interactance; Transmission; Chemical quality; Physical quality
Keywords: Hyper-spectral data; Vegetation water content (VWC); PLSR; PCR; ANN; Narrow band indices;
Keywords: Winter wheat; Canopy N content; PLSR; Spectral indices
Keywords: AUC; area under the receiver operating characteristic; BT; bearing-tree; HLC; Holland Land Company; LD; line-description; PLSR; presettlement land survey record; RLD; resampled line-description; SDM; species distribution model; TSS; true skill statistic;
Keywords: AU; Anson unit; LAPU; leucine amino peptidase unit; MR; Maillard reaction; MRPs; Maillard reaction products; SFPHs; sunflower protein hydrolysates; PXC; sunflower protein with cysteine; PX; sunflower protein without cysteine; ND; not detected; CGA; chloro
Keywords: Multi-component calibration; ATR-FTIR; Process monitoring; Multi-solute crystallization; Chemometrics; Supervised learning; ATR-FTIR; attenuated total reflectance Fourier transform infrared; DZLR; dead-zone linear regression; FBRM; focused-beam reflectanc
Keywords: Oil authenticity; Economic adulteration; NIR spectroscopy; PLSR; LWR;
Keywords: Pork; Electrically tunable filter (ETF) based spectral imagery; Acousto-optical tunable filter (AOTF); Nondestructive testing; Total volatile basic nitrogen (TVB-N) content; Visible/near-infrared hyperspectral imaging; AOTF; acousto-optic tunable filter;
Keywords: Fingerprint; Kinetics; Dating; Spearman correlation; PCA; PLSR
Keywords: RPD; residual prediction deviation; VisNIR DRS; visible near infrared diffuse reflectance spectroscopy; PLSR; partial least squares regression; LOI; loss on ignition; RMSE; root mean squared error; RPIQ; ratio of performance to inter-quartile distance; 1D
Keywords: CEC; Cation Exchange Capacity; EDXRF; Energy-Dispersive X-ray Fluorescence; LV; Latent Variable; OM; Organic Matter; PC; Principal Component; PCA; Principal Component Analysis; PLSR; Partial Least Square Regression; RMSEC; Root Mean Square Error of Calibr
Assessment of important soil properties related to Chinese Soil Taxonomy based on vis-NIR reflectance spectroscopy
Keywords: vis-NIR spectroscopy; Soil properties; Chinese Soil Taxonomy; PLSR; Selectivity ratio;
Non-destructive assessment of final color and pH attributes of broiler breast fillets using visible and near-infrared hyperspectral imaging: A preliminary study
Keywords: Hyperspectral imaging; Broiler breast fillet; Final quality attribute; Deboning time; PLSR;
Soil respiration and its temperature sensitivity (Q10): Rapid acquisition using mid-infrared spectroscopy
Keywords: Heterotrophic soil respiration; Environmental soil classes; PLSR; Random Forest;
Using an optimal CC-PLSR-RBFNN model and NIR spectroscopy for the starch content determination in corn
Keywords: NIR spectroscopy; Corn starch; Correlation coefficient method; PLSR; RBF; Neural network;
Raman spectral imaging technique for API detection in pharmaceutical microtablets
Keywords: 2D; two-dimensional; 3D; three-dimensional; API; active pharmaceutical ingredient; CCD; charge-coupled device; HPLC; high performance liquid chromatography; LS-SVM; least-squares support vector machines; MCC; microcrystalline cellulose; MIR; mid-infrared;
Estimating nitrogen status of rice canopy using hyperspectral reflectance combined with BPSO-SVR in cold region
Keywords: BPSO-SVR; PLSR; PCR; Nitrogen content; Hyperspectral reflectance; Cold region;
Sensitivity of clay content prediction to spectral configuration of VNIR/SWIR imaging data, from multispectral to hyperspectral scenarios
Keywords: Soil spectroscopy; Clay; Hyperspectral and multispectral imagery; Digital soil mapping; Satellite; PLSR; Spectral resolution;
Total polyphenols quantification in Acridocarpus orientalis and Moringa peregrina by using NIR spectroscopy coupled with PLS regression
Keywords: NIRS; PLSR; Polyphenols; Moringa peregrina; Acridocarpus orientalis;
Estimation of adenosine triphosphate content in ready-to-eat sausages with different storage days, using hyperspectral imaging coupled with R statistics
Keywords: Ready-to-eat sausages; ATP; Hyperspectral imaging; PLSR; R statistics;
Handling of uncertainty due to interference fringe in FT-NIR transmittance spectroscopy - Performance comparison of interference elimination techniques using glucose-water system
Keywords: FT-NIR spectroscopy; Interference fringe; Water; Glucose; PLSR;
Novel spectrophotometric technique for rapid determination of extractable PHA using Sudan black dye
Keywords: PLSR; partial least square regression; LRA; linear regression analysis; MSM; minimal saline medium; PHA; poly(hydroxyalkanoate); RMSECV; root mean square error of cross-validation; RMSEP; root mean square error of prediction; RSE; residual standard error;
Determination of 'Palmer' mango maturity indices using portable near infrared (VIS-NIR) spectrometer
Keywords: Mangifera indica L.; Chemometrics; PLSR; SSC; DM; SWNIRS;
Short Communication on “Direct compositional quantification of (U-Th)O2 - MOX nuclear fuel using ns-UV-LIBS and chemometric regression models”
Keywords: LIBS; Chemometrics; PLSR; Nuclear fuel; AHWR;
An optimization of the MOS electronic nose sensor array for the detection of Chinese pecan quality
Keywords: Array optimization; e-nose; Feature matrix; PCA; PLSR; BPNN;
Feasibility of laser-induced breakdown spectroscopy (LIBS) as an at-line validation tool for calcium determination in infant formula
Keywords: Calcium; LIBS; Infant formula; PLSR; Spatial predictions;
Characterization of the key odorants of fennel essential oils of different regions using GC-MS and GC-O combined with partial least squares regression
Keywords: Fennel essential oil; GC-O; GC-MS; Sensory evaluation; PLSR; HCA;
Comparison of sensitivity to artificial spectral errors and multivariate LOD in NIR spectroscopy - Determining the performance of miniaturizations on melamine in milk powder
Keywords: NIR spectroscopy; Melamine; Miniaturization; Robustness; Limit of Detection; PLSR;
Rapid monitoring 1-MCP-induced modulation of sugars accumulation in ripening 'Hayward' kiwifruit by Vis/NIR hyperspectral imaging
Keywords: 1-MCP; 1-methylcyclopropene; ANN; artificial neural networks; HPLC; high performance liquid chromatography; HSI; hyperspectral imaging; K-S; Kennard/Stone; LS-SVM; least squares support vector machine; MLP; multilayer perceptron; MLR; multiple linear regr
Estimating temporal changes in soil carbon stocks at ecoregional scale in Madagascar using remote-sensing
Keywords: Soil organic carbon; Spectroscopy; PLSR; Random forest; Soil-landscape factors; Change detection; Deforestation;
Flavour of fermented fish, insect, game, and pea sauces: Garum revisited
Keywords: AA; amino acid; AAS; atomic absorption spectroscopy; AMP; adenosine-5â²-monophosphate (adenylate); ANOVA; analysis of variance; A-PLSR; ANOVA-partial least squares regression; GMP; guanosine-5â²-monophosphate (guanylate); HPLC-MS; high-pressure liqu
Improving the prediction of African savanna vegetation variables using time series of MODIS products
Keywords: AVHRR; advanced very high resolution radiometer; DPM; Disc Pasture Meter; EVI; Enhanced Vegetation Index; FPAR; Fraction of Photosynthetically Active Radiation; GIS; geographic information systems; LAI; Leaf Area Index; MODIS; Moderate Resolution Imaging
Monitoring multicomponent quality traits in tomato juice using portable mid-infrared (MIR) spectroscopy and multivariate analysis
Keywords: Tomato; FT-IR; Portable spectrometer; PLSR; Quality; Rheological propertiescSt, centistokes; FT-IR, Fourier transform mid-infrared spectroscopy; HPLC, high performance liquid chromatography; JB, juice Bostwick; PLSR, partial least squares regression; PBB,
Tobacco alkaloids reduction by casings added/enzymatic hydrolysis treatments assessed through PLSR analysis
Keywords: Cigarette mainstream smoke; Nicotine; Enzymatic hydrolysis; Tobacco alkaloids; Partial least squares regression (PLSR); Risk; Sensory attributes; Glucose; PREPs; potential reduced-exposure products; PLSR; partial least square regression; MS; mainstream sm
Non-destructive measurement of nitrogen status of leafy ornamental cuttings by near infrared reflectance spectroscopy (NIRS) for assessment of rooting capacity
Keywords: PLSR; Partial least square regression; Chemometrics; Adventitious rooting
Measurement of moisture content for rough rice by visible and near-infrared (NIR) spectroscopy
Keywords: Rough rice; Moisture content; NIR spectroscopy; PLSR;
Isotopic correlation for 242Pu composition prediction: Multivariate regresssion approach
Keywords: Isotopic correlation; Multivariate regression; MLR; PCR; PLSR;
Suitability of hyperspectral imaging for rapid evaluation of thiobarbituric acid (TBA) value in grass carp (Ctenopharyngodon idella) fillet
Keywords: Hyperspectral imaging; TBA value; PLSR; Wavelength selection; Grass carp;
Prediction of pork quality at the slaughter line using a portable Raman device
Keywords: pH; Drip loss; PLSR
3D face reconstruction from skull by regression modeling in shape parameter spaces
Keywords: Craniofacial reconstruction; PLSR; Statistical shape model
Degraded land detection by soil particle composition derived from multispectral remote sensing data in the Otindag Sandy Lands of China
Keywords: Degraded lands; Soil particle composition; Silt content; Measured hyperspectral data; Multispectral image; PLSR;
Modelling soil carbon fractions with visible near-infrared (VNIR) and mid-infrared (MIR) spectroscopy
Keywords: DRS; diffuse reflectance spectroscopy; HC; hydrolysable carbon; MIR; mid infrared; PLSR; partial least squares regression; RC; recalcitrant carbon; RF; random forest regression; RMSE; root mean square error; RPD; residual prediction deviation; SOC; soil o