Spectroscopy and Chemometrics/Machine-Learning News Weekly #41, 2021


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Near-Infrared Spectroscopy (NIRS)

“NIR-chemometric approaches for evaluating carbonization characteristics of hydrothermally carbonized lignin” | LINK

“Quantitative Detection of Components in Polymer-Bonded Explosives through Near-Infrared Spectroscopy with Partial Least Square Regression” LINK

“Spectral-Coding-Based Compressive Single-Pixel NIR Spectroscopy in the Sub-Millisecond Regime” LINK

“Sensors : Generation of the NIR Spectral Band for Satellite Images with Convolutional Neural Networks” LINK

“NIR-chemometric approaches for evaluating carbonization characteristics of hydrothermally carbonized lignin” | LINK

“Near-Infrared Spectroscopy (NIRS) as a Tool for Classification of Pre-Sliced Iberian Salchichon, Modified Atmosphere Packaged (MAP) According to the Official Commercial Categories of Raw Meat” LINK

“Evaluating the Precision and Accuracy of Proximal Soil vis-NIR Sensors for Estimating Soil Organic Matter and Texture” LINK

“Classification of N, P, and K concentrations in durian (Durio Zibethinus Murray CV. Mon Thong) leaves using near-infrared spectroscopy” LINK

“Rapid quantitative characterization of tea seedlings under lead-containing aerosol particles stress using Vis-NIR spectra” LINK

“Rapid Authentication and Composition Determination of Cellulose Films by UV-VIS-NIR Spectroscopy” LINK

” A NOVEL PROTEIN STRUCTURE ELUCIDATION TECHNIQUE BY CIRCULAR DICHROISM AND NEAR INFRARED SPECTROSCOPY” LINK

“Remote Sensing : Use of NIRS in Wild Rodents Research: A Review of Timid Beginnings” LINK

“Sensors : Spectral-Coding-Based Compressive Single-Pixel NIR Spectroscopy in the Sub-Millisecond Regime” LINK

“Rapid Nondestructive Simultaneous Detection for Physicochemical Properties of Different Types of Sheep Meat Cut Using Portable Vis/NIR Reflectance Spectroscopy …” LINK

“Geographical Differentiation of Hom Mali Rice Cultivated in Different Regions of Thailand Using FTIR-ATR and NIR Spectroscopy” LINK




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

“Utility of nearinfrared spectroscopy to detect the extent of lipid core plaque leading to periprocedural myocardial infarction” LINK

“NearInfrared Artificial Synapses for Artificial Sensory Neuron System” LINK

“A Wireless Near-Infrared Spectroscopy Device for Flap Monitoring: Proof of Concept in a Porcine Musculocutaneous Flap Model” LINK

“Detection of Brominated Plastics from E-Waste by Short-Wave Infrared Spectroscopy” LINK

“Solvent Effect on Competition Between Weak and Strong Interactions in Phenol Solutions Studied by Near-infrared Spectroscopy and DFT Calculations” | LINK

“Determination of chlorogenic acid in Eucommia ulmoides Oliver extracts by near-infrared spectroscopy” LINK




Hyperspectral Imaging (HSI)

“Spatial Spectral Schroedinger Eigenmaps Approach Based on Spectral Angle Distance for Hyperspectral Imagery Classification” | LINK

“Spectral endmember variability on hyperspectral datasets of a Martian meteorite-Implications for planetary surfaces” LINK

“Spectral Super-Resolution Network Guided by Intrinsic Properties of Hyperspectral Imagery” LINK

“A Hyperspectral Approach For Unsupervised Spoof Detection With Intra-Sample Distribution” LINK




Spectral Imaging

“Sensors : Non-Destructive Identification of Naturally Aged Alfalfa Seeds via Multispectral Imaging Analysis” LINK

“Detection of moisture and carotenoid content in carrot slices during hot air drying based on multispectral imaging equipment with selected wavelengths” | LINK




Chemometrics and Machine Learning

“Molecules : Volatolomics of Sardinian and Spanish Bituminaria: Characterization of Different Accessions Using Chemometrics” LINK

“Remote Sensing : Classification of Plant Ecological Units in Heterogeneous Semi-Steppe Rangelands: Performance Assessment of Four Classification Algorithms” LINK

“Applied Sciences : Evaluation of Mushrooms Based on FT-IR Fingerprint and Chemometrics” LINK

“Applied Sciences : Principal Component Analysis and Machine Learning Approaches for Photovoltaic Power Prediction: A Comparative Study” LINK

“Verified the rapid evaluation of the edible safety of wild porcini mushrooms, using deep learning and PLSDA” LINK

“AI fake-face generators can be rewound to reveal the real faces they trained on” AI FAKE GAN MachineLearning LINK

“Partial pressure of oxygen in adipose tissue and its relationship with fatness in a natural animal model of extreme fat deposition, the grey seal” | LINK

“Nanomaterials : Pressure-Dependent Clustering in Ionic-Liquid-Poly (Vinylidene Fluoride) Mixtures: An Infrared Spectroscopic Study” LINK




Research on Spectroscopy

“A Data Fusion Method For The Delayering Of X-Ray Fluorescence Images Of Painted Works Of Art” LINK




Equipment for Spectroscopy

“A dimethylaminophenylsubstituted naphtho[1,2b]quinolizinium as multicolor NIR probe for the fluorimetric detection of intracellular nucleic acids and proteins” LINK

“Forests : Correlation of Studies between Colour, Structure and Mechanical Properties of Commercially Produced ThermoWood® Treated Norway Spruce and Scots Pine” LINK




Environment NIR-Spectroscopy Application

“Predicition of Soils Based on Textural Differences by means of Vis-NIR Spectroscopy” LINK

“Visualization of Local Concentration and Viscosity Distribution during Glycerol-Water Mixing in a Y-Shape Minichannel: A Proof-of-Concept-Study” LINK

“Quantitative mapping and spectroscopic characterization of particulate organic matter fractions in soil profiles with imaging VisNIR spectroscopy” LINK




Agriculture NIR-Spectroscopy Usage

“Remote Sensing : Identifying Individual Nutrient Deficiencies of Grapevine Leaves Using Hyperspectral Imaging” LINK

“IJERPH : Preschoolers and Mothers Dietary Practices and Compliance with the 24-h Movement Guidelines: Results of Omans National Nutrition Survey” LINK

ams OSRAM has developed a demonstration system which uses Near Infrared (NIR) spectroscopy to measure the sugar and dry matter content of fruit and other crops. Learn more in our latest blog article: LINK

“Plants : Metabolomic Profiles of Essential Oils from Selected Rosa Varieties and Their Antimicrobial Activities” LINK

“Plants : Comparative Analysis of Detectors and Feature Descriptors for Multispectral Image Matching in Rice Crops” LINK

“Variation in raw milk quality: impact on milk coagulation and cheese ripening” LINK

“Mining QTLs for elevated protein and other major seed composition traits from diverse soybean germplasm” | LINK

“Conversion of lignocellulose and crude glycerol to lipids by oleaginous yeasts-physiology and diversity” LINK

“Earthworm-Collembola interactions affecting water-soluble nutrients, fauna and physiochemistry in a mesocosm manure-straw composting experiment” LINK

“Authentication of plant-based protein powders and classification of adulterants as whey, soy protein, and wheat using FT-NIR in tandem with OC-PLS and PLS-DA …” LINK

“Fodder biomass, nutritive value, and grain yield of dualpurpose Pearl Millet, Sorghum and Maize cultivars across different agroecologies in Burkina Faso” LINK

“Prediction of Drought-Induced Components and Evaluation of Drought Damage of Tea Plants Based on Hyperspectral Imaging” | LINK




Horticulture NIR-Spectroscopy Applications

“Online accurate detection of soluble solids content in navel orange assisted by automatic orientation correction device” LINK

“Metabolic signatures of the true physiological impact of canopy light environment on peach fruit quality” LINK




Food & Feed Industry NIR Usage

Using AI to map cancer-beating in molecules food by robotics AI Bots ArtificialIntelligence Cc: LINK




Chemical Industry NIR Usage

“Polymers : Leverage of Environmental Pollutant Crump Rubber on the Dry Sliding Wear Response of Epoxy Composites” LINK




Pharma Industry NIR Usage

“Biomedicines : Impact of Plasma Xanthine Oxidoreductase Activity on the Mechanisms of Distal Symmetric Polyneuropathy Development in Patients with Type 2 Diabetes” LINK




Medicinal Spectroscopy

“Applied Sciences : Unveiling the Invisible in Uffizi Gallerys Drawing 8P by Leonardo with Non-Invasive Optical Techniques” LINK

“Effects of Foam Rolling Duration on Tissue Stiffness and Perfusion: A Randomized Cross-Over Trial” LINK




Other

“Sustainability : Understanding the Antecedents and Consequences of Service-Sales Ambidexterity: A Motivation-Opportunity-Ability (MOA) Framework” LINK

“Optical and DFT Calculation of HAL Metallic Ba2HoSbO6” LINK

“Thickness dependent studies of chemically grown transparent conducting Cu: ZnS thin films for optoelectronic applications” LINK

“Degradation of endothelial glycocalyx in Tanzanian children with falciparum malaria” LINK

“Development of smart window using an hydroxypropyl cellulose-acrylamide hydrogel and evaluation of weathering resistance and heat shielding effect” LINK



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