Advances in Near Infrared Spectroscopy and Related Computational Methods

• Main Author: Bec, Krzysztof B. (auth)
• Other Authors: Huck, Christian (auth)
• Format: Electronic Book Chapter
• Language: English
• Published: MDPI - Multidisciplinary Digital Publishing Institute 2020
• Subjects: Chemistry; n/a; pocket-sized spectrometer; standard germination tests; total hydroxycinnamic derivatives; hyperspectral image; quantitative analysis modeling; tissue; chemotherapy; FTIR spectroscopy; cheese; biomeasurements; chemometrics; affine invariance; rapid identification; biodiagnosis; bioanalytical applications; fat; NIRS; pixel-wise; paraffin-embedded; late preterm; maize kernel; photonics; hyperspectral image processing; image processing; colorectal cancer; test set validation; deep convolutional neural network; near-infrared fluorescence; classification; variety discrimination; near-infrared hyperspectral imaging; ensemble learning; light; origin traceability; Paris polyphylla var. yunnanensis; Fourier transform mid-infrared spectroscopy; dry matter; Fourier transform infrared spectroscopy; hyperspectral imaging; FT-NIR spectroscopy; proximal sensing; perfusion measurements; near-infrared spectroscopy; stained; carotenoids; cellular imaging; perturbation; direct model transferability; clinical classifications; counterfeit and substandard pharmaceuticals; hyperspectral imaging technology; spectral imaging; SVM; nutritional parameters; extra virgin olive oil; ethanol; osteopathy; living cells; object-wise; water-mirror approach; Chrysanthemum; bootstrapping soft shrinkage; FTIR; PLS-R; multivariate data analysis; combination bands; binary dragonfly algorithm; geographical origin; Vitis vinifera L.; glucose; detection; di-(2-picolyl)amine; non-destructive sensor; splanchnic; adulteration; animal origin; melamine; artemether; MicroNIR™; brain; fluorescent probes; Folin-Ciocalteu; SCiO; support vector machine; anharmonic quantum mechanical calculations; PLSR; Zn(II); RMSEP; overtones; blackberries; pasta/sauce blends; FT-IR; partial least squares calibration; partial least squares (PLS); auxiliary diagnosis; handheld near-infrared spectroscopy; precision viticulture; partial least squares; seeds vitality; freeze-damaged; near infrared; discriminant analysis; corn seed; quantum chemical calculation; anharmonic calculation; Trichosanthis Fructus; moisture; analytical spectroscopy; Raman spectroscopy; NIR spectroscopy; calibration transfer; imaging; water; lumefantrine; BRAF V600E mutation; wavelength selection; bone cancer; imaging visualization; near infrared spectroscopy; raisins; chemometric techniques; data fusion; prepared slices; Ewing sarcoma; biomonitoring; Rubus fructicosus; VIS/NIR hyperspectral imaging; combinations bands; quantitative analysis model; partial least square regression; DFT calculations; TreeBagger; antimalarial tablets; accelerated aging; agriculture; crude drugs; spectroscopy; rice seeds; PLS; isotopic substitution; multivariate calibration; phytoextraction; Fourier-transform near-infrared spectroscopy; phenolics; deparaffinized; near-infrared (NIR) spectroscopy; SIMCA; counter propagation artificial neural network; fructose; PLS-DA; ultra-high performance liquid chromatography; aquaphotomics; support vector machine-discriminant analysis; hier-SVM; DNA; NIR; support vector machine model; API; principal component analysis
• Online Access: DOAB: download the publication; DOAB: description of the publication

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...