Advances in Near Infrared Spectroscopy and Related Computational Methods

Produktinformationen "Advances in Near Infrared Spectroscopy and Related Computational Methods"
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.
ISBN: 9783039280520
Verlag: MDPI
Sprache: Englisch
Seitenzahl: 496
Produktart: Kartoniert / Broschiert
Herausgeber: Bec, Krzysztof B. Huck, Christian
Erscheinungsdatum: 03.01.2020
Verlag: MDPI
Schlagworte: API Analytische Chemie BRAF V600E mutation Chemie Chrysanthemum DFT calculations DNA Ewing sarcoma FT-IR FT-NIR spectroscopy FTIR FTIR spectroscopy Folin–Ciocalteu Fourier-transform near-infrared spectroscopy Fourier transform infrared spectroscopy Fourier transform mid-infrared spectroscopy MicroNIR™ NIR NIRS NIR spectroscopy PLS PLS-DA PLS-R PLSR Paris polyphylla var. yunnanensis RMSEP Raman spectroscopy Rubus fructicosus SCiO SIMCA SVM TreeBagger Trichosanthis Fructus VIS/NIR hyperspectral imaging Vitis vinifera L. Zn(II) accelerated aging adulteration affine invariance agriculture analytical spectroscopy anharmonic calculation anharmonic quantum mechanical calculations animal origin antimalarial tablets aquaphotomics artemether auxiliary diagnosis binary dragonfly algorithm bioanalytical applications biodiagnosis biomeasurements biomonitoring blackberries bone cancer bootstrapping soft shrinkage brain calibration transfer carotenoids cellular imaging cheese chemometrics chemometric techniques chemotherapy classification clinical classifications colorectal cancer combination bands combinations bands corn seed counterfeit and substandard pharmaceuticals counter propagation artificial neural network crude drugs data fusion deep convolutional neural network deparaffinized detection di-(2-picolyl)amine direct model transferability discriminant analysis dry matter ensemble learning ethanol extra virgin olive oil fat fluorescent probes freeze-damaged fructose geographical origin glucose handheld near-infrared spectroscopy hier-SVM hyperspectral image hyperspectral image processing hyperspectral imaging hyperspectral imaging technology image processing imaging imaging visualization isotopic substitution late preterm light living cells lumefantrine maize kernel melamine moisture multivariate calibration multivariate data analysis n/a near-infrared (NIR) spectroscopy near-infrared fluorescence near-infrared hyperspectral imaging near-infrared spectroscopy near infrared near infrared spectroscopy non-destructive sensor nutritional parameters object-wise origin traceability osteopathy overtones paraffin-embedded partial least square regression partial least squares partial least squares (PLS) partial least squares calibration pasta/sauce blends perfusion measurements perturbation phenolics photonics phytoextraction pixel-wise pocket-sized spectrometer precision viticulture prepared slices principal component analysis proximal sensing quantitative analysis model quantitative analysis modeling quantum chemical calculation raisins rapid identification rice seeds seeds vitality spectral imaging spectroscopy splanchnic stained standard germination tests support vector machine support vector machine-discriminant analysis support vector machine model test set validation tissue total hydroxycinnamic derivatives ultra-high performance liquid chromatography variety discrimination water water-mirror approach wavelength selection