Spectroscopy and Chemometrics Machine-Learning News Weekly #30, 2022

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 29, 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 29, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 29, 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)

“Probing 1D convolutional neural network adapted to near-infrared spectroscopy for efficient classification of mixed fish” LINK

“Visible and Near-infrared Spectroscopy for Quality Analysis of Wine” LINK

“Impact of Freeze-Drying on the Determination of the Geographical Origin of Almonds (Prunus dulcis Mill.) by Near-Infrared (NIR) Spectroscopy” | LINK

“Research progress and the application of near-infrared spectroscopy in protein structure and molecular interaction analysis” LINK

“Faecal near-infrared reflectance spectroscopy profiling for the prediction of dietary nutritional characteristics for equines” LINK

“P48 RETROSPECTIVE POSTOPERATIVE NEAR INFRARED SPECTROSCOPY MONITORING ANALYSIS TO DETECT POTENTIAL CRITERIA TO IMPROVE …” | LINK

“Determination of aroma compounds in grape mash under conditions of tasting by on-line near-infrared spectroscopy” | LINK

“Monitoring of soybean germination process by near-infrared spectroscopy” LINK

“Shedding light on human tissue (in vivo) to predict satiation, satiety, and food intake using near infrared reflectance spectroscopy: A preliminary study” LINK

“Establishment of a Nondestructive Analysis Method for Lignan Content in Sesame using Near Infrared Reflectance Spectroscopy” LINK

“Applications of near infrared spectroscopy and hyperspectral imaging techniques in anaerobic digestion of bio-wastes: A review” LINK

“Determination of Acid Level (pH) and Moisture Content of Cocoa Beans at Various Fermentation Level Using Visible Near-Infrared (Vis-NIR) Spectroscopy” LINK

“Assessment of skin inflammation using near-infrared Raman spectroscopy combined with artificial intelligence analysis in an animal model” LINK

“Miniaturized NIR Spectroscopy in Food Analysis and Quality Control: Promises, Challenges, and Perspectives” LINK

“Polyamide (PA) 66 molding defect studied with optical coherence tomography (OCT) and near-infrared (NIR) spectroscopy” LINK

“Portable FT-NIR spectroscopic sensor for detection of chemical precursors of explosives using advanced prediction algorithms” LINK

“Rapid Determination of Cellulose and Hemicellulose Contents in Corn Stover Using Near-Infrared Spectroscopy Combined with Wavelength Selection” LINK

“Chemometric Differentiation of Sole and Plaice Fish Fillets Using Three Near-Infrared Instruments” | LINK

“Screening method for the rapid detection of diethylene glycol in beer based on chemometrics and portable near-infrared spectroscopy” LINK

“Fourier transform near infrared spectroscopy as a tool to predict spawning status in Alaskan fishes with variable reproductive strategies” LINK

“Assessment of Brain Function in Patients With Cognitive Impairment Based on fNIRS and Gait Analysis” | LINK

“Chemometric Differentiation of Sole and Plaice Fish Fillets Using Three Near-Infrared Instruments” LINK

“Near-infrared spectroscopy combined with chemometrics to classify cosmetic foundations from a crime scene” LINK




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

“On the Correlation between Near Infrared Spectrum from the Sky and Weather Parameters” LINK

“HighPerformance Broadband VisibleNear Infrared Photodetector Enabled by Atomic Capping Layer” LINK




Raman Spectroscopy

“Raman Spectroscopy Applications in Grapevine: Metabolic Analysis of Plants Infected by Two Different Viruses” | LINK




Hyperspectral Imaging (HSI)

“Foods : Identification of Maize with Different Moldy Levels Based on Catalase Activity and Data Fusion of Hyperspectral Images” LINK

“Differentiation of Livestock Internal Organs Using Visible and Short-Wave Infrared Hyperspectral Imaging Sensors” | LINK




Chemometrics and Machine Learning

“Remote Sensing : A Geographically Weighted Random Forest Approach to Predict Corn Yield in the US Corn Belt” LINK

“Applications of machine learning in pine nuts classification” | LINK

“Generalized Unsupervised Clustering of Hyperspectral Images of Geological Targets in the Near Infrared” LINK

“Two-wavelength image detection of early decayed oranges by coupling spectral classification with image processing” LINK

“In‑line near‑infrared analysis of milk coupled with machine learning methods for the daily prediction of blood metabolic profile in dairy cattle” LINK

“Chemometric approach to evaluate the chemical behavior of rainwater at high altitude in Shaune Garang catchment, Western Himalaya” LINK

“Applied microwave power estimation of black carrot powders using spectroscopy combined with chemometrics” | LINK

“Nondestructive detection of tomato quality based on multiregion combination model” LINK




Facts

“Remote Sensing : Long-Term Landsat-Based Monthly Burned Area Dataset for the Brazilian Biomes Using Deep Learning” LINK




Research on Spectroscopy

“Diffuse optical spectroscopic method for tissue and body composition assessment” | LINK

“A Method of Soil Moisture Content Estimation at Various Soil Organic Matter Conditions Based on Soil Reflectance” LINK




Equipment for Spectroscopy

“NIRII JAggregated Pt(II)PorphyrinBased Phosphorescent Probe for TumorHypoxia Imaging” LINK




Future topics in Spectroscopy

“Near infrared techniques applied to analysis of wheat-based products: Recent advances and future trends” LINK




Environment NIR-Spectroscopy Application

“Response of bacterial communities and nitrogen-cycling genes in newly reclaimed mudflat paddy soils to nitrogen fertilizer gradients” | LINK

“Remote Sensing : Assessment of the Usefulness of Spectral Bands for the Next Generation of Sentinel-2 Satellites by Reconstruction of Missing Bands” LINK




Agriculture NIR-Spectroscopy Usage

“Agriculture : Probing Differential Metabolome Responses among Wheat Genotypes to Heat Stress Using Fourier Transform Infrared-Based Chemical Fingerprinting” LINK

“Agriculture : Detection of Rice Spikelet Flowering for Hybrid Rice Seed Production Using Hyperspectral Technique and Machine Learning” LINK

“Remote Sensing : Integrating the Textural and Spectral Information of UAV Hyperspectral Images for the Improved Estimation of Rice Aboveground Biomass” LINK

“Synthesis and physicochemical characterization of silver nanoparticles from the dye-yielding plants, Terminalia paniculata and Mallotus philippensis” | LINK

“Fabrication of Bragg Mirrors by Multilayer Inkjet Printing” LINK

“Impacts of graphitic nanofertilizers on nitrogen cycling in a sandy, agricultural soil” | LINK

“Soil microbial nitrogen-cycling gene abundances in response to crop diversification: A meta-analysis” LINK

“Towards a fast and generalized microplastic quantification method in soil using terahertz spectroscopy” LINK

“AptamerConjugated Biocompatible Nanospheres for Fluorescent ImagingGuided Hepatocellular CarcinomaTargeted Phototherapeutic Modality” LINK

“NI-Raman spectroscopy combined with BP-Adaboost neural network for adulteration detection of soybean oil in camellia oil” | LINK

“Exploring the potential of UAV hyperspectral image for estimating soil salinity: Effects of optimal band combination algorithm and random forest” LINK

“Optical Spectroscopy and Imaging in Surgical Management of Cancer Patients” LINK

“Broadband spectral photodetector based on all-amorphous ZnO/Si heterostructure incorporating Ag intermediate thin-films” LINK




Horticulture NIR-Spectroscopy Applications

“The Effect of Harvest Maturity on’Geneva 3’Kiwiberry Storability, Ripening Dynamics, and Fruit Quality” LINK

“Sensors : A Novel Hyperspectral Method to Detect Moldy Core in Apple Fruits” LINK

“Hyperspectral Detection of Sugar Content for Sugar-sweetened Apples Based on Sample Grouping and SPA Feature Selecting Methods” LINK




Food & Feed Industry NIR Usage

“Foods : Metabolomic Characterization of Pigmented and Non-Pigmented Potato Cultivars Using a Joint and Individual Variation Explained (JIVE)” LINK

“Foods : Comparison of Four Oil Extraction Methods for Sinami Fruit (Oenocarpus mapora H. Karst): Evaluating Quality, Polyphenol Content and Antioxidant Activity” LINK




Other

“Structural and spectroscopic characterization of cadmium sodium phosphate glasses doped with ytterbium for optical applications” LINK

“STRUCTURAL, OPTICAL AND MICROHARDNESS CHARACTERISATIONS OF THIOUREA-VANADYL SULFATE COMPOSITE SINGLE CRYSTALS” LINK

“Formation of organic color centers in air-suspended carbon nanotubes using vapor-phase reaction” | LINK



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