Spectroscopy and Chemometrics/Machine-Learning News Weekly #50, 2022

NIR Calibration-Model Services

Improve modeling of NIR Data with knowledge-based software for optimal model selection | NIRS Spectroscopy LINK

Optimization of Chemical Analysis with NIR Spectrometer by re-calibration of multivariate data model | nearIR Lab LINK

Erstellung und Optimierung von chemometrischen Auswertemethoden für NIR Spektrometer | nearIR LINK

Near-Infrared Spectroscopy (NIRS)

“… -in-Time Learning-Integrated Partial Least-Squares Strategy for Accurately Predicting 71 Chemical Constituents in Chinese Tobacco by Near-Infrared Spectroscopy” LINK

“Digital depiction of the quality of Dianhong black tea based on pocket-sized near infrared spectroscopy” LINK

“Application of Near-Infrared spectroscopy for the in-situ monitoring of color and moisture content of roasted and ground coffee” LINK

“Prediction of pear sugar content based on near infrared spectroscopy” LINK

“Nondestructive identification of maize varieties using near infrared spectroscopy combined with machine learning” LINK

“Rapid and accurate classification of Aspergillus ochraceous contamination in Robusta green coffee bean through near-infrared spectral analysis using machine …” LINK

“Qualitative and Quantitative Detection of Acacia Honey Adulteration with Glucose Syrup Using Near-Infrared Spectroscopy” LINK

Infrared Spectroscopy (IR) and Near-Infrared Spectroscopy (NIR)

“Sensors : Optical and Mechanical Properties of Layered Infrared Interference Filters” LINK

“Sensors : Soil Nitrogen Content Detection Based on Near-Infrared Spectroscopy” LINK

“Biomedicines : Investigation of the Effect of Exendin-4 on Oleic Acid-Induced Steatosis in HepG2 Cells Using Fourier Transform Infrared Spectroscopy” LINK

Hyperspectral Imaging (HSI)

“Hyperdeep: Comparison of Ai-Based Methods for Predicting Chemical Components in Hyperspectral Images” LINK

Spectral Imaging

“Applied Sciences : Coherent XUV Multispectral Diffraction Imaging in the Microscale” LINK

Chemometrics and Machine Learning

“Comparison of Portable and Benchtop Near-Infrared Spectrometers for the Detection of Citric Acid-adulterated Lime Juice: A Chemometrics Approach” LINK

“Sensors : Soil Moisture, Organic Carbon, and Nitrogen Content Prediction with Hyperspectral Data Using Regression Models” LINK

Research on Spectroscopy

“Applied Sciences : Development of a Quantitative Colour-Based Software Method to Evaluate the Effectiveness of Active Antioxidant Packaging on Fresh Sliced Mushrooms” LINK

Equipment for Spectroscopy

“Nondestructive detection of Sovalbumin content in eggs using portable NIR spectrometer and MPACARS” LINK

Agriculture NIR-Spectroscopy Usage

“Monitoring of critical parameters in thermophilic solid-state fermentation process of soybean meal using NIR spectroscopy and chemometrics” LINK

“Agriculture : Towards the Modeling and Prediction of the Yield of Oilseed Crops: A Multi-Machine Learning Approach” LINK

“AI4EO Hyperview: A Spectralnet3d and Rnnplus Approach for Sustainable Soil Parameter Estimation on Hyperspectral Image Data” LINK

“Recent Advances in the Study of Negative-Ion Resonances Using Multiconfigurational Propagator and a Complex Absorbing Potential” LINK

“High-Resolution NIR Prediction from RGB Images: Application to Plant Phenotyping” LINK

“The experience of vertigo: A systematic review of neuroimaging studies.” LINK

Food & Feed Industry NIR Usage

“Foods : Geographical Origin Differentiation of Rice by LC-MS-Based Non-Targeted Metabolomics” LINK

Other

“An Investigation on Inter-calibrating EMI/GF-5 with TROPOMI/S5p in Ultraviolet-Visible Spectra” LINK

“Interrelation between baseline plaque characteristics and changes in coronary atherosclerosis with the PCSK9-inhibitor alirocumab: insights from the PACMAN-AMI …” LINK

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