Spectroscopy and Chemometrics/Machine-Learning News Weekly #16, 2022

NIR Calibration-Model Services

Custom NIR Calibration Models development for a large list of NIR spectrometers NIRS spectroscopy spectrometer chemometrics MachineLearning DigitalTransformation miniaturization mobileDevices MobileSpectrometers NIRanalysis Laboratoires LINK

Do you use a near-infrared Spectrometer with Chemometric Methods? This will save you time | NIR NIRS SWIR MIR NIT LINK

Spectroscopy and Chemometrics News Weekly 15, 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 15, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 15, 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)

“Development of a calibration model for near infrared spectroscopy using a convolutional neural network” LINK

“PhotoReduction with NIR Light of Nucleus Targeting Pt(IV) Nanoparticles for Combined TumorTargeted Chemotherapy and Photodynamic Immunotherapy” LINK

New spectra dataset released: | Vis-NIR reflectance spectra of basalts (raw pieces and powders) | ROMA database LINK

“Novel fNIRS study on homogeneous symmetric feature-based transfer learning for brain-computer interface” | LINK

“Hybrid motion artifact detection and correction approach for functional near-infrared spectroscopy measurements” LINK

“Broadband Near-Field Near-Infrared Spectroscopy and Imaging with a Laser-Driven Light Source” LINK

“… of Malperfused Areas in an Irradiated Random Pattern Skin Flap Model Using Indocyanine Green Angiography and Near-Infrared Reflectance-Based Imaging and …” LINK

“Variation of properties of two contrasting Oxisols enhanced by pXRF and Vis-NIR” | LINK

“Carbon Footprint Reduction by Utilizing Real Time NIR Spectroscopy for RVP Measurement in Natural Gas Condensate Stabilizers” LINK

“Near Infrared Spectroscopy Detects Change of Tissue Hemoglobin and Water Levelsin Kawasaki Disease and Coronary Artery Lesions” LINK

“Cortical Activation of Swallowing Using fNIRS: A Proof of Concept Study with Healthy Adults” | LINK

“Sensors : A Compact Fiber-Coupled NIR/MIR Laser Absorption Instrument for the Simultaneous Measurement of Gas-Phase Temperature and CO, CO2, and H2O Concentration” LINK

“Predicting Soil Organic Carbon Mineralization Rates Using δ13C, Assessed by Near-Infrared Spectroscopy, in Depth Profiles Under Permanent Grassland Along a …” | LINK

“FGANet: fNIRS-guided Attention Network for Hybrid EEG-fNIRS Brain-Computer Interfaces” LINK

“Gasoline octane number prediction from near-infrared spectroscopy with an ANN-based model” LINK

“Non-destructive Measurements of Toona sinensis Chlorophyll and Nitrogen Content Under Drought Stress Using Near Infrared Spectroscopy” | LINK




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

“Electrochromism of Nanographenes in the NearInfrared Region” LINK

“Energies : Fast Quantitative Modelling Method for Infrared Spectrum Gas Logging Based on Adaptive Step Sliding Partial Least Squares” LINK

“Discrimination of Commercial Ibuprofen Tablets by using a Button Sample Holder and Mid-Infrared Spectroscopy” LINK

“Sensors : Extending Effective Dynamic Range of Hyperspectral Line Cameras for Short Wave Infrared Imaging” LINK

“Induced NearInfrared Emission and Controlled Photooxidation Based on Sulfonated Crown Ether in Water” LINK




Hyperspectral Imaging (HSI)

“Transcriptome and hyperspectral profiling allows assessment of phosphorus nutrient status in rice under field conditions” LINK

“Unsupervised Spatial-Spectral CNN-Based Feature Learning for Hyperspectral Image Classification” LINK

“Determination of viability and vigor of naturally-aged rice seeds using hyperspectral imaging with machine learning” LINK

“Diagnostical Accuracy of Hyperspectral Imaging After Free Flap Surgery” LINK




Spectral Imaging

“Remote Sensing : Genetic Programming Approach for the Detection of Mistletoe Based on UAV Multispectral Imagery in the Conservation Area of Mexico City” LINK




Chemometrics and Machine Learning

“Foods : Discriminant Analysis of Pu-Erh Tea of Different Raw Materials Based on Phytochemicals Using Chemometrics” LINK

“Algorithm of Stability-Analysis-Based Feature Selection for NIR Calibration Transfer” LINK

“Chemosensors : Nonlinear Multivariate Regression Algorithms for Improving Precision of Multisensor Potentiometry in Analysis of Spent Nuclear Fuel Reprocessing Solutions” LINK

“Blood Glucose Prediction Using Machine Learning on Jetson Nanoplatform” LINK

“Machine Learning-Powered Models for Near-Infrared Spectrometers: Prediction of Protein in Multiple Grain Cereals” LINK

“Cognitive spectroscopy for the classification of rice varieties: a comparison of machine learning and deep learning approaches in analysing long-wave near-infrared …” LINK

“Foods : Fatty Acid Profiling in Kernels Coupled with Chemometric Analyses as a Feasible Strategy for the Discrimination of Different Walnuts” LINK

“Remote Sensing : A Machine Learning Framework for the Classification of Natura 2000 Habitat Types at Large Spatial Scales Using MODIS Surface Reflectance Data” LINK

“Non-destructive detection of chilling injury in kiwifruit using a dual-laser scanning system with a principal component analysis – back propagation neural network” LINK




Research on Spectroscopy

“Applied Sciences : Pre-Disinfection of Poly-Methyl-Methacrylate (PMMA) Reduces Volatile Sulfides Compounds (VSC) Production in Experimental Biofilm In Vitro” LINK

“Remote Sensing : Study of Atmospheric Carbon Dioxide Retrieval Method Based on Normalized Sensitivity” LINK




Equipment for Spectroscopy

“Mid-IR spectroscopy with NIR grating spectrometers” LINK




Environment NIR-Spectroscopy Application

“Antibacterial Copolypeptoids with Potent Activity against Drug Resistant Bacteria and Biofilms, Excellent Stability, and Recycling Property” LINK

“Determining Water Transport Kinetics in Limestone by Dual-Wavelength Cavity Ring-Down Spectroscopy” LINK

“Verifying the predictive performance for soil organic carbon when employing field Vis-NIR spectroscopy and satellite imagery obtained using two different sampling …” LINK




Agriculture NIR-Spectroscopy Usage

“Agriculture : A 1D-SP-Net to Determine Early Drought Stress Status of Tomato (Solanum lycopersicum) with Imbalanced Vis/NIR Spectroscopy Data” LINK

“Remote Sensing : Spectral-Based Classification of Plant Species Groups and Functional Plant Parts in Managed Permanent Grassland” LINK

“Assessment of macronutrients and alpha-galactosides of texturized vegetable proteins by near infrared hyperspectral imaging” LINK

“A fuzzy multi-criteria decision-making approach for the assessment of forest health applying hyper spectral imageries: A case study from Ramsar forest, North of Iran” LINK

“Feasibility of near-infrared spectroscopic rapid detection method for the water content of vermiculite substrates in desert facility agriculture” | LINK

“Evaluation of Methods for Measuring Fusarium-Damaged Kernels of Wheat” LINK

“Effects of free-air temperature increase on grain yield and greenhouse gas emissions in a double rice cropping system” LINK

“The use of milk Fourier-transform mid-infrared spectroscopy to diagnose pregnancy and determine spectral regional associations with pregnancy in US dairy cows” LINK

“Nutrients : Analysis of the Correlation between Meal Frequency and Obesity among Chinese Adults Aged 18-59 Years in 2015” LINK

“Agriculture : N2O Emission and Nitrification/Denitrification Bacterial Communities in Upland Black Soil under Combined Effects of Early and Immediate Moisture” LINK

“Bovine fecal chemistry changes with progression of Southern Cattle Tick, Rhipicephalus (Boophilus) microplus (Acari: Ixodidae) infestation” LINK




Food & Feed Industry NIR Usage

“Effects of Irrigation Strategy and Plastic Film Mulching on Soil N 2 O Emissions and Fruit Yields of Greenhouse Tomato” LINK




Chemical Industry NIR Usage

“Polymers : π-Conjugated Polymers and Their Application in Organic and Hybrid Organic-Silicon Solar Cells” LINK




Pharma Industry NIR Usage

“Applied Sciences : Design of Two-Mode Spectroscopic Sensor for Biomedical Applications: Analysis and Measurement of Relative Intensity Noise through Control Mechanism” LINK




Other

“How This A.I. Draws Anything You Describe [Dall-E 2]” LINK

“Asphaltene Precipitation Onsets in Relation to the Critical Dilution of Athabasca Bitumen in Paraffinic Solvents” LINK

“Design Meets Neuroscience: A Preliminary Review of Design Research Using Neuroscience Tools” LINK

“[ZITATION][C] Author Session” LINK

“Dissimilatory nitrate reduction in urban lake ecosystems: a comparison study between closed and open lakes in Chengdu, China” LINK

“[Exclusive] Elon Musk: A future worth getting excited about” LINK



Spectroscopy and Chemometrics/Machine Learning News Weekly #35, 2021

NIR Calibration-Model Services

With CM Service you can have customized optimized NIR calibrations developed without subscription. | NIRS NIR Spectroscopy ModelDevelopment MachineLearning Chemometrics LINK

How to develop near-infrared spectroscopy calibrations in the 21st Century? | transmission reflectance absorbance LINK

Spectroscopy and Chemometrics News Weekly 34, 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 34, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 34, 2021 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK

This week’s NIR news Weekly is sponsored by Your-Company-Name-Here – NIR-spectrometers. Check out their product page … link

Get the Spectroscopy and Chemometrics News Weekly in real time on Twitter @ CalibModel and follow us.




Near-Infrared Spectroscopy (NIRS)

“Minerals : The Role of Solar Energy (UV-VIS-NIR) as an Assistant for Sulfide Minerals Leaching and Its Potential Application for Metal Extraction” LINK

“Development of Attenuated Total Reflectance Mid-Infrared (ATR-MIR) and Near-Infrared (NIR) Spectroscopy for the Determination of Resistant Starch Content …” | LINK

“Particle Swarm Optimization and Multiple Stacked Generalizations to Detect Nitrogen and Organic-Matter in Organic-Fertilizer Using Vis-NIR” | LINK

“Inversion Method for Cellulose Content of Rice Stem in Northeast Cold Region Based on Near Infrared Spectroscopy” LINK

“Sensors : Particle Swarm Optimization and Multiple Stacked Generalizations to Detect Nitrogen and Organic-Matter in Organic-Fertilizer Using Vis-NIR” LINK




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

“Smart Detection of Faults in Beers Using Near-Infrared Spectroscopy, a Low-Cost Electronic Nose and Artificial Intelligence” LINK

“Fault Isolation for Desalting Processes Using Near-Infrared Measurements” | LINK

“Temporal Changes in Near-Infrared Spectroscopy Signals in Recurrent In-Stent Restenosis Attributable to Calcified Nodule” LINK




Raman Spectroscopy

“Multivariate Analysis Aided Surface-Enhanced Raman Spectroscopy (MVA-SERS) Multiplex Quantitative Detection of Trace Fentanyl in Illicit Drug Mixtures Using a Handheld Raman Spectrometer” LINK




Hyperspectral Imaging (HSI)

“SWiVIA-Sliding Window Variographic Image Analysis for real-time assessment of heterogeneity indices in blending processes monitored with hyperspectral …” LINK

“Assessing produce freshness using hyperspectral imaging and machine learning” LINK

“Nondestructive prediction and visualization of total flavonoids content in Cerasus Humilis fruit during storage periods based on hyperspectral imaging technique” LINK

“Altered mineral mapping based on ground-airborne hyperspectral data and wavelet spectral angle mapper tri-training model: Case studies from Dehua-Youxi …” LINK




Chemometrics and Machine Learning

“Artificial bionic taste sensors coupled with chemometrics for rapid detection of beef adulteration” LINK

“Identification and Classification of Technical Lignins by means of Principle Component Analysis and kNearest Neighbor Algorithm” LINK

“A 50-year personal journey through time with principal component analysis. Ian Jolliffe. Journal of Multivariate Analysis.” LINK

“A feasibility quantitative analysis of free fatty acids in polished rice by fourier transform near‐infrared spectroscopy and chemometrics” LINK

“Forensics Applications of Raman Spectroscopy, ATR FT-IR, and Chemometrics” LINK

“Fast and non-destructive near infrared spectroscopic analysis associated with chemometrics: an efficient tool in assisting breeding programs” LINK

“Chemosensors : Environmental Odour Quantification by IOMS: Parametric vs. Non-Parametric Prediction Techniques” LINK

“ACD/Labs Partners with Science Data Experts to Aid Life Sciences Companies in Accelerating Their Implementation of Machine Learning and Artificial Intelligence Technologies” | MachineLearning ArtificialIntelligence Partnership LINK

“Remote Sensing : UCalib: Cameras Autocalibration on Coastal Video Monitoring Systems” LINK

“Medical urine analysis method based on Vis-NIR optical spectroscopy using machine learning algorithms.” LINK

“A feasibility quantitative analysis of free fatty acids in polished rice by fourier transform nearinfrared spectroscopy and chemometrics” LINK

“Diffuse reflectance spectroscopy based rapid coal rank estimation: A machine learning enabled framework” LINK

“Remote Sensing : Mapping Plastic Greenhouses with Two-Temporal Sentinel-2 Images and 1D-CNN Deep Learning” LINK




Research on Spectroscopy

“Polymers : Role of the Anilinium Ion on the Selective Polymerization of Anilinium 2-Acrylamide-2-methyl-1-propanesulfonate” LINK




Environment NIR-Spectroscopy Application

“A knowledge-based, validated classifier for the identification of aliphatic and aromatic plastics by WorldView-3 satellite data” LINK

“Sustainability : Assessment of Soil Pollution Levels in North Nile Delta, by Integrating Contamination Indices, GIS, and Multivariate Modeling” LINK

“Sensing and data fusion opportunities for raw material characterisation in mining: Technology and data-driven approach” LINK




Agriculture NIR-Spectroscopy Usage

“Evaluation of non-invasive bioforensic techniques for determining the age of hot-iron brand burn scars in cattle” LINK

“Nutrients : Diet and Leukocyte Telomere Length in a Population with Extended Longevity: The Costa Rican Longevity and Healthy Aging Study (CRELES)” LINK

“Spectral and lifetime resolution of fundus autofluorescence in advanced age‐related macular degeneration revealing different signal sources” LINK

“Linking insect herbivory with plant traits: phylogenetically structured trait syndromes matter” LINK

“An in vitro Propagation of Aspilia africana (Pers.) C. D. Adams, and Evaluation of Its Anatomy and Physiology of Acclimatized Plants” | LINK

“Urban Science : Effects of Urbanization on Ecosystem Services in the Shandong Peninsula Urban Agglomeration, in China: The Case of Weifang City” LINK

“Binding to Amyloid Protein by Photothermal BloodBrain BarrierPenetrating Nanoparticles for Inhibition and Disaggregation of Fibrillation” LINK




Food & Feed Industry NIR Usage

“Molecules : The Effect of Fat Content and Fatty Acids Composition on Color and Textural Properties of Butter” LINK

“Nondestructive identification of barley seeds variety using nearinfrared hyperspectral imaging coupled with convolutional neural network” LINK

“Effect of Weather Conditions on the Fatty Acid Composition of Medium-Growth Chicken Reared in Organic Production System” LINK




Beverage and Drink Industry NIR Usage

“Chemosensors : Multi-Sensor Characterization of Sparkling Wines Based on Data Fusion” LINK

“コーヒー生豆の品質基準に関する研究” “Coffee flavor is considerably influenced by the quality of green coffee beans. ” LINK




Other

AI computers can’t patent their own inventions …. LINK



“Rape Variety Identification Based on Canopy Spectral Parameters” LINK

“Critical Review of LASSO and Its Derivatives for Variable Selection Under Dependence Among Covariates.” LINK

“近红外光谱法快速测定养生酒的酒精度方法研究” LINK

“全球食品领域近红外光谱应用研究文献计量分析” LINK

“Photochemical Synthesis of Nonplanar Small Molecules with Ultrafast Nonradiative Decay for Highly Efficient Phototheranostics” LINK

“Fluorescent Silicon Carbide Nanoparticles” LINK





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