07872nam 2202257z- 450 9910372786503321202102113-03928-053-8(CKB)4100000010163761(oapen)https://directory.doabooks.org/handle/20.500.12854/40321(oapen)doab40321(EXLCZ)99410000001016376120202102d2020 |y 0engurmn|---annantxtrdacontentcrdamediacrrdacarrierAdvances in Near Infrared Spectroscopy and Related Computational MethodsMDPI - Multidisciplinary Digital Publishing Institute20201 online 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.Chemistrybicsscaccelerated agingadulterationaffine invarianceagricultureanalytical spectroscopyanharmonic calculationanharmonic quantum mechanical calculationsanimal originantimalarial tabletsAPIaquaphotomicsartemetherauxiliary diagnosisbinary dragonfly algorithmbioanalytical applicationsbiodiagnosisbiomeasurementsbiomonitoringblackberriesbone cancerbootstrapping soft shrinkageBRAF V600E mutationbraincalibration transfercarotenoidscellular imagingcheesechemometric techniqueschemometricschemotherapyChrysanthemumclassificationclinical classificationscolorectal cancercombination bandscombinations bandscorn seedcounter propagation artificial neural networkcounterfeit and substandard pharmaceuticalscrude drugsdata fusiondeep convolutional neural networkdeparaffinizeddetectionDFT calculationsdi-(2-picolyl)aminedirect model transferabilitydiscriminant analysisDNAdry matterensemble learningethanolEwing sarcomaextra virgin olive oilfatfluorescent probesFolin-CiocalteuFourier transform infrared spectroscopyFourier transform mid-infrared spectroscopyFourier-transform near-infrared spectroscopyfreeze-damagedfructoseFT-IRFT-NIR spectroscopyFTIRFTIR spectroscopygeographical originglucosehandheld near-infrared spectroscopyhier-SVMhyperspectral imagehyperspectral image processinghyperspectral imaginghyperspectral imaging technologyimage processingimagingimaging visualizationisotopic substitutionlate pretermlightliving cellslumefantrinemaize kernelmelamineMicroNIR™moisturemultivariate calibrationmultivariate data analysisn/anear infrarednear infrared spectroscopynear-infrared (NIR) spectroscopynear-infrared fluorescencenear-infrared hyperspectral imagingnear-infrared spectroscopyNIRNIR spectroscopyNIRSnon-destructive sensornutritional parametersobject-wiseorigin traceabilityosteopathyovertonesparaffin-embeddedParis polyphylla var. yunnanensispartial least square regressionpartial least squarespartial least squares (PLS)partial least squares calibrationpasta/sauce blendsperfusion measurementsperturbationphenolicsphotonicsphytoextractionpixel-wisePLSPLS-DAPLS-RPLSRpocket-sized spectrometerprecision viticultureprepared slicesprincipal component analysisproximal sensingquantitative analysis modelquantitative analysis modelingquantum chemical calculationraisinsRaman spectroscopyrapid identificationrice seedsRMSEPRubus fructicosusSCiOseeds vitalitySIMCAspectral imagingspectroscopysplanchnicstainedstandard germination testssupport vector machinesupport vector machine modelsupport vector machine-discriminant analysisSVMtest set validationtissuetotal hydroxycinnamic derivativesTreeBaggerTrichosanthis Fructusultra-high performance liquid chromatographyvariety discriminationVIS/NIR hyperspectral imagingVitis vinifera L.waterwater-mirror approachwavelength selectionZn(II)ChemistryBec Krzysztof Bauth1323473Huck ChristianauthBOOK9910372786503321Advances in Near Infrared Spectroscopy and Related Computational Methods3035594UNINA