Spectroscopy and Chemometrics + Machine-Learning News Weekly #36, 2022

NIR Calibration-Model Services

Services for Professional Development of NIRS Calibrations | NIR Near-Infrared-Spectroscopy QA QC QAQC Laboratory LINK

Spectroscopy and Chemometrics News Weekly 35, 2022 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK




Near-Infrared Spectroscopy (NIRS)

“Comparing Calibration Algorithms for the Rapid Characterization of Pretreated Corn Stover Using Near-Infrared Spectroscopy” LINK

“Indirect Measurement of -Glucan Content in Barley Grain with Near-Infrared Reflectance Spectroscopy” LINK

“Foods : Markov Transition Field Combined with Convolutional Neural Network Improved the Predictive Performance of Near-Infrared Spectroscopy Models for Determination of Aflatoxin B1 in Maize” LINK

“Determination of Fruit Freshness Using Near-Infrared Spectroscopy and Machine Learning Techniques” | LINK

“Extensive evaluation of prediction performance for 15 pork quality traits using large scale VIS/NIRS data” LINK

“Non-destructive Evaluation of the Quality Characteristics of Pomegranate Kernel Oil by Fourier Transform Near-Infrared and Mid-Infrared Spectroscopy” | LINK

“Determination of the Soluble Solids Content in Korla Fragrant Pears Based on Visible and Near-Infrared Spectroscopy Combined With Model Analysis and Variable Selection” | LINK

“Polymers : Photothermal Thin Films with Highly Efficient NIR Conversion for Miniaturized Liquid-Crystal Elastomer Actuators” LINK

“Novel and environment-friendly high NIR reflectance color pigments based on Fe, Pr, Ho, Nd, Er and Ce doped lithium aluminum molybdate: Synthesis and properties” LINK

” … OF CORONARY LIPID CORE PLAQUES AND PLASMA XANTHINE OXIDOREDUCTASE ACTIVITY: EVALUATED WITH NEAR-INFRARED SPECTROSCOPY …” LINK

“Evaluation of Vis-NIR preprocessing combined with PLS regression for estimation soil organic carbon, cation exchange capacity and clay from eastern Croatia” LINK

“Monitoring the freshness of pork during storage via near-infrared spectroscopy based on colorimetric sensor array coupled with efficient multivariable calibration” LINK

“Convolutional Neural Networks for Estimating the Ripening State of Fuji Apples Using Visible and Near-Infrared Spectroscopy” | LINK

“Predicting Single Kernel and Bulk Milled Rice Alkali Spreading Value and Gelatinization Temperature Class Using NIR Spectroscopy” LINK

“Application of near infrared spectroscopy in sub-surface monitoring of petroleum contaminants in laboratory-prepared soils” LINK

“Nondestructive Identification of Rice Varieties by the Data Fusion of Raman and Near-Infrared (NIR) Spectroscopies” | LINK

“Rapid Qualitative and Quantitative Characterization of Arnebiae Radix by Near-Infrared Spectroscopy (NIRS) with Partial Least Squares—Discriminant Analysis (PLS …” | LINK

“Estimating the accuracy of the NIRS prediction model based on soil types” “Estimarea preciziei modelului NIRS de predicție în funcție de tipul de sol” LINK

“Genetic analysis of digestibility traits in pigs measured by near-infrared spectroscopy KH Martinsen1, EG Enger1, E. Grindflek1, NK Afseth2, LT Mydland3, S. Wallen3 …” LINK




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

“Near-Infrared Spectroscopic Study of OH Stretching Modes in Kaolinite and Dickite” LINK

“Pushing the physical limits of infrared chemical imaging: intravascular photoacoustic & mid-infrared photothermal” LINK

“Non-destructive evaluation of strength and stiffness of Eucalyptus pellita. A comparison of near infrared spectroscopy and acoustic wave velocity assessment” LINK

“Organic resources from Madagascar: Dataset of chemical and near-infrared spectroscopy measurements” LINK

“Near infrared spectroscopy for the quality control of rice bran” LINK

“Crayfish Quality Analysis Based on SVM and Infrared Spectra” | LINK




Hyperspectral Imaging (HSI)

“Foods : Development of Simplified Models for Non-Destructive Hyperspectral Imaging Monitoring of S-ovalbumin Content in Eggs during Storage” LINK

“Investigation of the data fusion of spectral and textural data from hyperspectral imaging for the near geographical origin discrimination of wolfberries using 2D-CNN …” LINK

“Identification of Near Geographical Origin of Wolfberries by a Combination of Hyperspectral Imaging and Multi-Task Residual Fully Convolutional Network” LINK

“Identification of maize seed varieties based on stacked sparse autoencoder and nearinfrared hyperspectral imaging technology” LINK

” Nondestructive detection of peanuts mildew based on hyperspectral image technology and machine learning algorithm” LINK

“Optimization of hyperspectral systems of fluorescent testing of food products” LINK

“Near-infrared hyperspectral imaging for evaluation of aflatoxin contamination in corn kernels” LINK

” A new honey adulteration detection approach using hyperspectral imaging and machine learning” LINK

“Sensors : Identification of Bamboo Species Based on Extreme Gradient Boosting (XGBoost) Using Zhuhai-1 Orbita Hyperspectral Remote Sensing Imagery” LINK




Spectral Imaging

“Collaborative Representation of Convolutional Neural Network Features To Detect Artificial Ripening of Banana Using MultiSpectral Imaging” LINK




Chemometrics and Machine Learning

“Application of spectroscopic techniques, chemometric methods, data fusion and selection of variables in the quality control of blends of Arabica and Robusta coffee …” IAEA LINK

“Remote Sensing : Spectral Analysis to Improve Inputs to Random Forest and other Boosted Ensemble Tree-Based Algorithms for Detecting NYF Pegmatites in Tysfjord, Norway” LINK

“Detection and Classification of Honey Adulteration Combined with Multivariate Analysis” LINK

“Non-destructive determination of total sugar content in tobacco filament based on calibration transfer with parameter free adjustment” LINK

“Biosensors : Application and Progress of Chemometrics in Voltammetric Biosensing” LINK

“Rapid Nondestructive Prediction of Multiple Quality Attributes for Different Commercial Meat Cut Types Using Optical System” | LINK

“Remote Sensing : Nitrogen Balance Index Prediction of Winter Wheat by Canopy Hyperspectral Transformation and Machine Learning” LINK

“Data fusion of multipleinformation strategy based on FTNIR and FTMIR for geographical traceability of Wolfiporia cocos combined with chemometrics” LINK

“A local model based on environmental variables clustering for estimating foliar phosphorus of rubber trees with vis-NIR spectroscopic data” LINK




Optics for Spectroscopy

“Fibers : The Feasibility of Producing Particleboards with Waste Wood from Civil Construction and Epoxidized Waste Cooking Oils” LINK




Research on Spectroscopy

“Opportunities and Limitations of Mobile Neuroimaging Technologies in Educational Neuroscience” | LINK

“Foods : Pattern Recognition Approach for the Screening of Potential Adulteration of Traditional and Bourbon Barrel-Aged Maple Syrups by Spectral Fingerprinting and Classical Methods” LINK

“Methods For Quality Evaluation of Sweet Cherry” LINK

“Applied Sciences : Getting over High-Dimensionality: How Multidimensional Projection Methods Can Assist Data Science” LINK




Environment NIR-Spectroscopy Application

“Improving SPAD spectral estimation accuracy of rice leaves by considering the effect of leaf water content” LINK




Agriculture NIR-Spectroscopy Usage

“Agronomy : A Fourier Transform-Based Calculation Method of Wilting Index for Soybean Canopy Using Multispectral Image” LINK

“Design and Evaluation of a Multimodal Imaging System for Medical Tissue Analysis” LINK

“Unraveling the Effects of the Particle Size on Biomass Properties, Microbial Community, and Functional Genes of Denitrifying Granular Sludge” LINK

“Origen i traçabilitat dels aliments: aplicació de la tècnica d’espectroscòpia d’infraroig proper” LINK

“Use of soil spectral reflectance to estimate texture and fertility affected by land management practices in Ethiopian tropical highland” LINK

“Programmable Anisotropic Hydrogels with Localized Photothermal/Magnetic Responsive Properties” LINK

“Interpreting Soil Health Metrics in Semi-arid Grazinglands: An Assessment of Measurement Approaches and Relational Gradients” LINK




Pharma Industry NIR Usage

“Pharmaceutics : Downstream Processing of Amorphous and Co-Amorphous Olanzapine Powder Blends” LINK




Medicinal Spectroscopy

“Distinguishing tumor from healthy tissue in human liver ex vivo using machine learning and multivariate analysis of diffuse reflectance spectra” LINK




Other

“The presence of adjacent others facilitates interpersonal neural synchronization in the left prefrontal cortex during a simple addition task” | LINK

“Applied Sciences : A Multi-Analytical Approach to Infer Mineral-Microbial Interactions Applied to Petroglyph Sites in the Negev Desert of Israel” LINK

“Desarrollo de bioensayos y biomarcadores para la evaluación del estrés abiótico y la toxicidad ambiental” LINK

“The Investigation of New Phosphate-Titanite Glasses According to Optical, Physical, and Shielding Properties” LINK



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