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

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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

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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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Spectroscopy and Chemometrics News Weekly #39, 2020

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Spectroscopy and Chemometrics News Weekly 38, 2020 | 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)

“Determination of green pea and spinach adulteration in pistachio nuts using NIR spectroscopy” LINK

“Improved prediction of ‘Kent’ mango firmness during ripening by near-infrared spectroscopy supported by interval partial least square regression” LINK

“Phytochemical composition and variability in Quercus ilex acorn morphotypes as determined by NIRS and MS-based approaches” LINK

“FT-NIR spectroscopy and RP-HPLC combined with multivariate analysis reveals differences in plant cell suspension cultures of Thevetia peruviana treated with …” LINK

“Combination of Convolutional Neural Networks and Recurrent Neural Networks for predicting soil properties using Vis–NIR spectroscopy” LINK

“Non-destructive determination of the main chemical components of red dragon fruit peel flour by using Near-Infrared Reflectance Spectroscopy (NIRS)” LINK

“Comparative VIS and NIR Raman and FTIR Spectroscopy of Lunar Analog Samples” LINK

“NearInfrared spectroscopy (NIRS) applications for high throughput phenotyping (HTP) for cassava and yam: A review” LINK

“Near infrared spectroscopy for rapid determination of solids content of amino resins” LINK




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

“Dual-slope imaging in highly scattering media with frequency-domain near-infrared spectroscopy.” LINK

“Non-destructive measurement of apple internal quality by using near-infrared spectroscopy” | LINK

“Feasibility Study on Use of Near Infrared Spectroscopy for Rapid and Non-Destructive Determination of Gossypol Content in Intact Cottonseeds” LINK

“NEAR INFRARED SPECTROSCOPY FOR SEPARATION OF TAUARI WOOD IN BRAZILIAN AMAZON NATIVE FOREST” LINK

“The use of infrared spectroscopy and machine learning tools for detection of Meloidogyne infestations” LINK

“simultaneous determination of moisture and berberine content in Coptidis Rhizoma and Phellodendri Chinensis Cortex by near-infrared spectroscopy” LINK




Raman Spectroscopy

Epic video for OpenRAMAN to celebrate first year on Patreon! LINK




Hyperspectral Imaging (HSI)

“Hyperspectral Imaging Coupled with Multivariate Analysis and Image Processing for Detection and Visualisation of Colour in Cooked Sausages Stuffed in Different …” LINK




Spectral Imaging

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Chemometrics and Machine Learning

“Probabilistic classification models for the in situ authentication of Iberian pig carcasses using Near Infrared Spectroscopy” LINK

“Application of Chemometrics in Biosensing: A Brief Review” Biosensors LINK

“Rapid monitoring approaches for concentration process of lanqin oral solution by near-infrared spectroscopy and chemometric models.” LINK

“Establishment of Near-Infrared Prediction Models for Toluene Insoluble Substance and Other 3 Indexes of Medium Temperature Coal Pitch” LINK

“Modified selfadaptive model for improving the prediction accuracy of soil organic matter using laserinduced breakdown spectroscopy” LINK

“A Comparative Study of PLSR and SVM-R with Various Preprocessing Techniques for the Quantitative Determination of Soluble Solids Content of Hardy Kiwi Fruit by a Portable Vis/NIR Spectrometer.” LINK

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




Research on Spectroscopy

“Continuous and real-time indoor and outdoor methane sensing with portable optical sensor using rapidly pulsed IR LEDs.” LINK




Equipment for Spectroscopy

“OpenRAMAN: Open-Source Raman Spectrometer in 1 day” Raman Spectroscopy 3Dprinting LINK

“Nondestructive authentication of the regional and geographical origin of cocoa beans by using a handheld NIR spectrometer and multivariate algorithm.” LINK




Future topics in Spectroscopy

“Artificial Intelligence-as-a-Service Market-Growth, Trends, and Forecast (2020-2025)” ArtificialIntelligence AIaaS MarketGrowth LINK




Process Control and NIR Sensors

“Real Time Monitoring of Quality Attributes by Inline Fourier Transform Infrared Spectroscopic Sensors at Ultrafiltration and Diafiltration of Bioprocess” LINK




Agriculture NIR-Spectroscopy Usage

“Application of advanced molecular spectroscopy and modern evaluation techniques in canola molecular structure and nutrition property research” LINK

“Sensors, Vol. 20, Pages 4645: Wavelength Selection FOR Rapid Identification of Different Particle Size Fractions of Milk Powder Using Hyperspectral Imaging” LINK

“Role of Near Infrared Spectroscopy in Agriculture” LINK

“Comparison between synthetic and rosemary-based antioxidants for the deep frying of French fries in refined soybean oils evaluated by chemical and non-destructive …” LINK




Forestry and Wood Industry NIR Usage

“Phenotypic techniques and applications in fruit trees: a review.” LINK




Food & Feed Industry NIR Usage

“Rapid screening of DON contamination in whole wheat meals by Vis/NIR spectroscopy and computer vision coupling technology” LINK





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