Spectroscopy and Chemometrics/Machine-Learning News Weekly #23, 2022

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 22, 2022 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 22, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 22, 2022 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near-Infrared Spectroscopy (NIRS)

“Sensors : Potential of Near-Infrared Spectroscopy for the Determination of Olive Oil Quality” LINK

“Physiological variable predictions using VIS-NIR spectroscopy for water stress detection on grapevine: Interest in combining climate data using multiblock method” LINK

“SpectraNet-53: A deep residual learning architecture for predicting soluble solids content with VIS-NIR spectroscopy” LINK

“Measurement of water-holding capacity in fermented milk using near-infrared spectroscopy combined with chemometric methods” LINK

“Investigating the water structures in reverse micelles by temperature-dependent near infrared spectroscopy combined with independent component analysis” LINK

“Chemosensors : Digital Detection of Olive Oil Rancidity Levels and Aroma Profiles Using Near-Infrared Spectroscopy, a Low-Cost Electronic Nose and Machine Learning Modelling” LINK

“A new variant position of head-up CPR may be associated with improvement in the measurements of cranial near-infrared spectroscopy suggestive of an increase in …” LINK

“Design of an Integrated Near-Infrared Spectroscopy Module for Sugar Content Estimation of Apples” | LINK

“Comparison of several strategies for the deployment of a multivariate regression model on several handheld NIR instruments. Application to the Quality Control of …” LINK

“Cross-Modal Transfer Learning From EEG to Functional Near-Infrared Spectroscopy for Classification Task in Brain-Computer Interface System” | |(08)70223-0 LINK

“Novel Application of NIR Spectroscopy for Non-Destructive Determination of ‘Maratina’ Wine Parameters” LINK

“Effects of degraded speech processing and binaural unmasking investigated using functional near-infrared spectroscopy (fNIRS)” LINK

“Rapid monitoring of flavonoid content in sweet tea (Lithocarpus litseifolius (Hance) Chun) leaves using NIR spectroscopy” | LINK

“Simultaneous determination of apparent amylose, amylose and amylopectin content and classification of waxy rice using near-infrared spectroscopy (NIRS)” LINK

“Design of an Integrated Near-Infrared Spectroscopy Module for Sugar Content Estimation of Apples” LINK

“Nondestructive Testing of Pear Based on Fourier Near-Infrared Spectroscopy” | LINK

“NIRSCAM: A Mobile Near-Infrared Sensing System for Food Calorie Estimation” LINK

“Potential of Near-Infrared Spectroscopy for the Determination of Olive Oil Quality” | LINK

“A new concept of acousto-optic tunable filter-based near-infrared hyperspectral imager for planetary surface exploration” LINK

“Multivariety and multimanufacturer drug identification based on near-infrared spectroscopy and recurrent neural network” | LINK

“Rapid identification of lamb freshness grades using visible and near-infrared spectroscopy (Vis-NIR)” LINK

“Blended Fabric with Integrated Neural Network based on Attention Mechanism Qualitative Identification Method of Near Infrared Spectroscopy” LINK

“ex type determination in papaya seeds and leaves using near infrared spectroscopy combined with multivariate techniques and machine learnin” LINK

“Enhancing count of Aspergillus colony in wheat based on nanoparticles modified chemo-responsive dyes combined with visible/near-infrared spectroscopy” LINK




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

“Physicochemical Properties and Detection of Glucose Syrup Adulterated Kelulut (Heterotrigona Itama) Honey Using Near‐Infrared Spectroscopy” LINK

“Applied Sciences : Use of Fourier-Transform Infrared Spectroscopy for DNA Identification on Recycled PET Composite Substrate” LINK

“Identification of Five Similar Cinnamomum Wood Species Using Portable Near-Infrared Spectroscopy” LINK

“Rapid identification of the geographic origin of Taiping Houkui green tea using nearinfrared spectroscopy combined with a variable selection method” LINK

“A Fast Method to Sparse Reconstruction for Near-infrared Spectroscopy” LINK

“Thermal-Infrared Spectral Feature Analysis and Spectral Identification of Monzonite Using Feature-Oriented Principal Component Analysis” LINK

“Nondestructive quality assessment of longans using near infrared hyperspectral imaging” LINK




Raman Spectroscopy

“Biomedicines : Lung Cancer: Spectral and Numerical Differentiation among Benign and Malignant Pleural Effusions Based on the Surface-Enhanced Raman Spectroscopy” LINK

“Robust Encapsulation of Biocompatible Gold Nanosphere Assemblies for Bioimaging via Surface Enhanced Raman Scattering” LINK




Hyperspectral Imaging (HSI)

“Detecting aggressive papillary thyroid carcinoma using hyperspectral imaging and radiomic features” LINK

“Quantitative Detection of Myoglobin Content in Tan Mutton During Cold Storage by Near-infrared Hyperspectral Imaging” | LINK

“Rapid and non-destructive detection of natural mildew degree of postharvest Camellia oleifera fruit based on hyperspectral imaging” LINK

“A new quantitative index for the assessment of tomato quality using Vis-NIR hyperspectral imaging” LINK




Chemometrics and Machine Learning

“Authenticity green coffee bean species and geographical origin using near‐infrared spectroscopy combined with chemometrics” LINK

“Advanced process control for salvianolic acid A conversion reaction based on data-driven and mechanism-driven model” LINK

“A comparison of benchtop and micro NIR spectrometers for infant milk formula powder storage time discrimination and particle size prediction using chemometrics and …” LINK

“Origin identification of foxtail millet (Setaria italica) by using green spectral imaging coupled with chemometrics” LINK

“A two-dimensional sample screening method based on data quality and variable correlation” LINK




Research on Spectroscopy

“Novel regularization method for diffuse optical tomography inverse problem” LINK




Equipment for Spectroscopy

“Advances in costeffective integrated spectrometers” IoT miniature sensors applications LINK




Environment NIR-Spectroscopy Application

“Particle densities of cultivated south greenlandic soils can be explained by a three‐compartment model, pedotransfer functions, and a vis-NIR spectroscopy model” LINK




Agriculture NIR-Spectroscopy Usage

“Polymers : Preparation of a Novel Nanocomposite and Its Antibacterial Effectiveness against Enterococcus faecalis—An In Vitro Evaluation” LINK

“Synthesis of a mixedvalent europium(II, III)borate and its optical and magnetic behavior” LINK

“Performance of analytical techniques (SWIR imaging, XRD, EPMA) for the identification of minerals frequently formed during natural and technological geothermal …” LINK

“Functional N-cycle genes in soil and N2O emissions in tropical grass-maize intercropping systems” LINK

“Agriculture : Forever Young? Late Shoot Pruning Affects Phenological Development, Physiology, Yield and Wine Quality of Vitis vinifera cv. Malbec” LINK

“Aquaphotomic, E-Nose and Electrolyte Leakage to Monitor Quality Changes during the Storage of Ready-to-Eat Rocket” LINK

“Investigation of physicochemical properties, photoluminescence, laser damage threshold, antimicrobial, NLO activity of L-proline manganese chloride monohydrate …” | LINK




Horticulture NIR-Spectroscopy Applications

“Consensual Regression of Soluble Solids Content in Peach by Near Infrared Spectrocopy” | LINK




Food & Feed Industry NIR Usage

“Quantitative assessment of wheat quality using nearinfrared spectroscopy: A comprehensive review” LINK

“Calculation of the Mixing Time as a Function of the Dairy Cow Diet Chemical Homogeneity Inside the Mixing Hopper” | LINK

“Discrimination of centre composition in panned chocolate goods using nearinfrared spectroscopy” LINK

“Advanced Spectroscopic Techniques for Food Quality” FoodQuality FoodSecurity FoodSafety Spectroscopy LINK

“CONCISE REVIEWS AND HYPOTHESES IN FOOD SCIENCE” LINK

“Adulteration detection technologies used for halal/kosher food products: an overview” | LINK

“Synthesis and characterization of theJapanese rice-ball’-shaped Molybdenum Blue Na4 [Mo2O2 (OH) 4 (C6H4NO2) 2] 2 [Mo120Ce6O366H12 (OH) 2 (H2O) 76]∼ …” LINK




Pharma Industry NIR Usage

“Detection of low numbers of bacterial cells in pharmaceutical drug product using Raman Spectroscopy and PLS-DA multivariate analysis” LINK




Laboratory and NIR-Spectroscopy

“Multifunctional superhydrophobic and cool coating surfaces of the blue ceramic nanopigments based on the heulandite zeolite” LINK




Other

“Influence of anisotropy on heterogeneous nucleation of gold nanorod assemblies” LINK

“Phenomic selection: A new and efficient alternative to genomic selection” | LINK





Spectroscopy and Chemometrics/Machine Learning News Weekly #38, 2021

NIR Calibration-Model Services

NIR Spectrometry Custom Applications for chemical analysis | laboratory analyzer analyser QAQC manufacturing LINK

Spectroscopy and Chemometrics News Weekly 37, 2021 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 37, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 37, 2021 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near-Infrared Spectroscopy (NIRS)

“Deteksi Kualitatif Near Infrared Reflectance Spectroscopy (NIRS) Berdasarkan Profil Asam Lemak Susu Sapi Perah” LINK

” Using near‐infrared reflectance spectroscopy (NIRS) to estimate carbon and nitrogen stable isotope composition in animal tissues” LINK

” Oriented investigations on the application of NIR spectroscopy for the evaluation of the bonding quality of glued laminated timber from hardwood” LINK

“Near-infrared spectroscopy: rapid and effective tool for measuring fructose content” FOOD RAWMATERIALS LINK

“Estimation of Organic Carbon in Anthropogenic Soil by VIS-NIR Spectroscopy: Effect of Variable Selection” LINK

“Ability of near infrared spectroscopy and chemometrics to measure the phytic acid content in maize flour” LINK

” Determination of sex-enhancing drugs illegally added in health care products by TLC-NIRS combined technology” LINK

“Using near-infrared reflectance spectroscopy (NIRS) to estimate carbon and nitrogen stable isotope composition in animal tissues” | LINK

“Shining NIR light on ivory: A practical enforcement tool for elephant ivory identification” LINK

“Penentuan Kandungan Kimia Biji Kopi Arabika Kintamani Secara Nondestruktif Menggunakan Near Infrared Spectroscopy (NIRS)” LINK

“Study on Quality Model of Apple During Controlled Atmosphere Storage Based on VIS/NIR Spectroscopy” LINK

“NIR hyperspectral imaging with machine learning to detect and classify codling moth infestation in apples” LINK




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

“Comparison of Techniques for Prediction of Mechanical Strength of Firefighters’ Protective Clothing Using Near-Infrared Spectral Data” | LINK

“Variations in the Nearinfrared Spectral Properties of Ferrous Mineral Mixtures with Different Relative Abundances” LINK

“An application of near-infrared reflectance imaging spectroscopy on historical studies: differentiation of painting ground layers from the 15th and 16th centuries” | LINK

“Estimation of the Relative Abundance of Quartz to Clay Minerals Using the Visible-Near-Infrared-Shortwave-Infrared Spectral Region” LINK

“Fermentation quality evaluation of tea by estimating total catechins and theanine using near-infrared spectroscopy” LINK




Raman Spectroscopy

“Recording the Raman Spectrum of a Single Molecule ” | LINK

“Line-scan Raman scattering image and multivariate analysis for rapid and noninvasive detection of restructured beef” LINK




Hyperspectral Imaging (HSI)

“Partial Least Squares on Hyperspectral data: A data-driven approach for predicting the growth of potato plants” LINK




Chemometrics and Machine Learning

“Foods : Quantification of the Geranium Essential Oil, Palmarosa Essential Oil and Phenylethyl Alcohol in Rosa damascena Essential Oil Using ATR-FTIR Spectroscopy Combined with Chemometrics” LINK

The importance of the quantification of a range of cannabinoid compounds LINK

” Rapid Quality Identification of Decoction Pieces of Crude and Processed Corydalis Rhizoma by Near-Infrared Spectroscopy Coupled with Chemometrics” | LINK

“Whats in this drink? Classification and adulterant detection in” LINK

“Agronomy : Phenotyping and Validation of Root Morphological Traits in Barley (Hordeum vulgare L.)” LINK

“Comparison of wavelength selected methods for improving of prediction performance of PLS model to determine aflatoxin B1 (AFB1) in wheat samples during storage” LINK

“A Brief History of Whiskey Adulteration and the Role of Spectroscopy Combined with Chemometrics in the Detection of Modern Whiskey Fraud” LINK




Equipment for Spectroscopy

“Feasibility study of detecting palm oil adulteration with recycled cooking oil using handheld Near-infrared spectrometer” LINK




Environment NIR-Spectroscopy Application

“Spatial Prediction of Calcium Carbonate and Clay Content in Soils using Airborne Hyperspectral Data” | LINK

“Monitoring the soil copper pollution degree based on the reflectance spectrum of an arid desert plant” LINK

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




Agriculture NIR-Spectroscopy Usage

“Hyperspectral imaging as an emerging tool to analyze microplastics: A systematic review and recommendations for future development” LINK

“Research of the impact of solid domestic and industrial waste on the snow and ice coverage of mountain territories of the Northern Caucasus using remote sensing …” LINK

“Application of visible near-infrared absorbance spectroscopy for the determination of Soil pH and liming requirements for broad-acre agriculture” LINK

“Residual Effect and N Fertilizer Rate Detection by High-Resolution VNIR-SWIR Hyperspectral Imagery and Solar-Induced Chlorophyll Fluorescence in Wheat” LINK

“Optical Linear and Optical and Magneto-Optical Nonlinear Effects in Plasmonic Nanostructures” LINK

“Development Of A Combined Feedforward-Feedback Quality Control System For Extended-Release Granules Using A Quality By Design Approach” LINK

“Agriculture : Identification and Quantification of Olive Oil Quality Parameters Using an Electronic Nose” LINK

“Impact of Global Climate Change on the European Barley Market Requires Novel Multi-Method Approaches to Preserve Crop Quality and Authenticity” LINK

“Doll play prompts social thinking and social talking: Representations of internal state language in the brain” LINK




Forestry and Wood Industry NIR Usage

“Near-infrared spectroscopy and hyperspectral imaging can aid in the prediction and mapping of polyploid acacia hybrid wood properties in tree improvement …” | LINK




Food & Feed Industry NIR Usage

“Rapid determination of leaf water content for monitoring waterlogging in winter wheat based on hyperspectral parameters” LINK

“Foods : Authentication and Chemometric Discrimination of Six Greek PDO Table Olive Varieties through Morphological Characteristics of Their Stones” LINK

“Exogenous Applications of Bio-fabricated Silver Nanoparticles to Improve Biochemical, Antioxidant, Fatty Acid and Secondary Metabolite Contents of Sunflower” LINK

“Development of an integrated variety and appearance quality measurement system for milled rice” | LINK




Pharma Industry NIR Usage

“Transient absorption spectroscopy to explore cellular pathways to photobiomodulation” LINK

“Establishment of a ferroptosis-related gene signature for prognosis in lung adenocarcinoma patients” | LINK




Other

“Beach morphodynamics and its relationship with the deposition of plastic particles: A preliminary study in southeastern Brazil” LINK

” La espectroscopía infrarroja como herramienta de análisis para el control de calidad de la leche humana donada pasteurizada” LINK

“Recent Advances in the Development of Theranostic Nanoparticles for Cardiovascular Diseases” LINK

“Cataluminescence in ErSubstituted Perovskites” LINK





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