07777nam 2202209z- 450 991037278650332120231214133551.03-03928-053-8(CKB)4100000010163761(oapen)https://directory.doabooks.org/handle/20.500.12854/40321(EXLCZ)99410000001016376120202102d2020 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierAdvances in Near Infrared Spectroscopy and Related Computational MethodsMDPI - Multidisciplinary Digital Publishing Institute20201 electronic resource (496 p.)3-03928-052-X In the last few decades, near-infrared (NIR) spectroscopy has distinguished itself as one of the most rapidly advancing spectroscopic techniques. Mainly known as an analytical tool useful for sample characterization and content quantification, NIR spectroscopy is essential in various other fields, e.g. NIR imaging techniques in biophotonics, medical applications or used for characterization of food products. Its contribution in basic science and physical chemistry should be noted as well, e.g. in exploration of the nature of molecular vibrations or intermolecular interactions. One of the current development trends involves the miniaturization and simplification of instrumentation, creating prospects for the spread of NIR spectrometers at a consumer level in the form of smartphone attachments—a breakthrough not yet accomplished by any other analytical technique. A growing diversity in the related methods and applications has led to a dispersion of these contributions among disparate scientific communities. The aim of this Special Issue was to bring together the communities that may perceive NIR spectroscopy from different perspectives. It resulted in 30 contributions presenting the latest advances in the methodologies essential in near-infrared spectroscopy in a variety of applications.pocket-sized spectrometerstandard germination teststotal hydroxycinnamic derivativeshyperspectral imagequantitative analysis modelingtissuechemotherapyFTIR spectroscopycheesebiomeasurementschemometricsaffine invariancerapid identificationbiodiagnosisbioanalytical applicationsfatNIRSpixel-wiseparaffin-embeddedlate pretermmaize kernelphotonicshyperspectral image processingimage processingcolorectal cancertest set validationdeep convolutional neural networknear-infrared fluorescenceclassificationvariety discriminationnear-infrared hyperspectral imagingensemble learninglightorigin traceabilityParis polyphylla var. yunnanensisFourier transform mid-infrared spectroscopydry matterFourier transform infrared spectroscopyhyperspectral imagingFT-NIR spectroscopyproximal sensingperfusion measurementsnear-infrared spectroscopystainedcarotenoidscellular imagingperturbationdirect model transferabilityclinical classificationscounterfeit and substandard pharmaceuticalshyperspectral imaging technologyspectral imagingSVMnutritional parametersextra virgin olive oilethanolosteopathyliving cellsobject-wisewater-mirror approachChrysanthemumbootstrapping soft shrinkageFTIRPLS-Rmultivariate data analysiscombination bandsbinary dragonfly algorithmgeographical originVitis vinifera L.glucosedetectiondi-(2-picolyl)aminenon-destructive sensorsplanchnicadulterationanimal originmelamineartemetherMicroNIR™brainfluorescent probesFolin-CiocalteuSCiOsupport vector machineanharmonic quantum mechanical calculationsPLSRZn(II)RMSEPovertonesblackberriespasta/sauce blendsFT-IRpartial least squares calibrationpartial least squares (PLS)auxiliary diagnosishandheld near-infrared spectroscopyprecision viticulturepartial least squaresseeds vitalityfreeze-damagednear infrareddiscriminant analysiscorn seedquantum chemical calculationanharmonic calculationTrichosanthis Fructusmoistureanalytical spectroscopyRaman spectroscopyNIR spectroscopycalibration transferimagingwaterlumefantrineBRAF V600E mutationwavelength selectionbone cancerimaging visualizationnear infrared spectroscopyraisinschemometric techniquesdata fusionprepared slicesEwing sarcomabiomonitoringRubus fructicosusVIS/NIR hyperspectral imagingcombinations bandsquantitative analysis modelpartial least square regressionDFT calculationsTreeBaggerantimalarial tabletsaccelerated agingagriculturecrude drugsspectroscopyrice seedsPLSisotopic substitutionmultivariate calibrationphytoextractionFourier-transform near-infrared spectroscopyphenolicsdeparaffinizednear-infrared (NIR) spectroscopySIMCAcounter propagation artificial neural networkfructosePLS-DAultra-high performance liquid chromatographyaquaphotomicssupport vector machine-discriminant analysishier-SVMDNANIRsupport vector machine modelAPIprincipal component analysisBec Krzysztof Bauth1323473Huck ChristianauthBOOK9910372786503321Advances in Near Infrared Spectroscopy and Related Computational Methods3035594UNINA