Spectroscopy and Chemometrics/Machine-Learning News Weekly #45, 2021Spektroskopie und Chemometrie/Machine-Learning News Wöchentlich #45, 2021Spettroscopia e Chemiometria/Machine-Learning Weekly News #45, 2021


NIR Calibration-Model Services

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



Spectroscopy and Chemometrics News Weekly 44, 2021 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

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


Near-Infrared Spectroscopy (NIRS)

"Study on Characteristic Wavelength Extraction Method for Near Infrared Spectroscopy Identification Based on Genetic Algorithm" LINK

"Uji Karakteristik Biochar dengan Pendekatan Near Infrared Spectroscopy (NIRS)" LINK

"Establishment of online quantitative model for moisture content determination of hydroxychloroquine sulfate particles by near infrared spectroscopy" LINK

"Nondestructive detection model of soluble solids content of an apple using visible/near-infrared spectroscopy combined with CARS and MPGA" LINK

"Detecting cadmium contamination in loessal soils using near-infrared spectroscopy in the Xiaoqinling gold area" LINK

"Egg Freshness Evaluation Using Transmission and Reflection of NIR Spectroscopy Coupled Multivariate Analysis" LINK

"Determination of Alcohol Content in Beers of Different Styles Based on Portable Near-Infrared Spectroscopy and Multivariate Calibration" | LINK

"Analysing the Water Spectral Pattern by Near-Infrared Spectroscopy and Chemometrics as a Dynamic Multidimensional Biomarker in Preservation: Rice Germ ..." LINK

"Remote Sensing : The Application of NIRS to Determine Animal Physiological Traits for Wildlife Management and Conservation" LINK

"Wavelength selection method for near-infrared spectroscopy based on standard-sample calibration transfer of mango and apple" LINK

"A portable NIR-system for mixture powdery food analysis using deep learning" LINK




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

"Compositional and sensory quality of beef and its determination by near infrared" LINK

"Butyrylcholinesterase responsive supramolecular prodrug with targeted nearinfrared cellular imaging property" LINK




Raman Spectroscopy

"Quantitative analysis of binary and ternary organo-mineral solid dispersions by Raman spectroscopy for robotic planetary exploration missions on Mars" | OpenAccess LINK




Hyperspectral Imaging (HSI)

"A shallow network for hyperspectral image classification using an autoencoder with convolutional neural network" | LINK

"Hyperspectral camera development on an unmanned aerial vehicle" LINK

"Direct reflectance transformation methodology for drone-based hyperspectral imaging" LINK




Spectral Imaging

"Remote Sensing : Application of Multispectral Camera in Monitoring the Quality Parameters of Fresh Tea Leaves" LINK




Chemometrics and Machine Learning

"Sensors : Adaboost-Based Machine Learning Improved the Modeling Robust and Estimation Accuracy of Pear Leaf Nitrogen Concentration by In-Field VIS-NIR Spectroscopy" LINK

"Discrimination of Manufacturers Origin of Oxytetracycline Using Terahertz Time-Domain Spectroscopy with Chemometric Methods" LINK




Spectroscopy

"Sensors : Non-Invasive Monitoring of Ethanol and Methanol Levels in Grape-Derived Pisco Distillate by Vibrational Spectroscopy" LINK




Equipment for Spectroscopy

"Improving the thermoelectric performances of polymer via synchronously realizing of chemical doping and side-chain cleavage" LINK




Environment NIR-Spectroscopy Application

"Determining physical and mechanical volcanic rock properties via reflectance spectroscopy" LINK

"Unauthorized landfills of solid household and industrial wastes detection in the Arctic and Subarctic territories using remote sensing technologies" LINK

"Evaluating the effects of distinct water saturation states on the light penetration depths of sand-textured soils" LINK




Agriculture NIR-Spectroscopy Usage

"Sorghum Grains Grading for Food, Feed, and Fuel Using NIR Spectroscopy" LINK

"Estimation of leaf area index at the late growth stage of crops using unmanned aerial vehicle hyperspectral images" LINK

"Analysis of Spectral Reflectance Characteristics Using Hyperspectral Sensor at Diverse Phenological Stages of Soybeans" LINK




Horticulture NIR-Spectroscopy Applications

"Data fusion for fruit quality authentication: combining non-destructive sensing techniques to predict quality parameters of citrus cultivars" | LINK




Food & Feed Industry NIR Usage

"Buckwheat Identification by Combined UV-VIS-NIR Spectroscopy and Multivariate Analysis" LINK




Other

"Effect of the annealing temperature on the growth of the silver nanoparticles synthesized by physical route" LINK




NIR Calibration-Model Services

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



Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 44, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

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


Near-Infrared Spectroscopy (NIRS)

"Study on Characteristic Wavelength Extraction Method for Near Infrared Spectroscopy Identification Based on Genetic Algorithm" LINK

"Uji Karakteristik Biochar dengan Pendekatan Near Infrared Spectroscopy (NIRS)" LINK

"Establishment of online quantitative model for moisture content determination of hydroxychloroquine sulfate particles by near infrared spectroscopy" LINK

"Nondestructive detection model of soluble solids content of an apple using visible/near-infrared spectroscopy combined with CARS and MPGA" LINK

"Detecting cadmium contamination in loessal soils using near-infrared spectroscopy in the Xiaoqinling gold area" LINK

"Egg Freshness Evaluation Using Transmission and Reflection of NIR Spectroscopy Coupled Multivariate Analysis" LINK

"Determination of Alcohol Content in Beers of Different Styles Based on Portable Near-Infrared Spectroscopy and Multivariate Calibration" | LINK

"Analysing the Water Spectral Pattern by Near-Infrared Spectroscopy and Chemometrics as a Dynamic Multidimensional Biomarker in Preservation: Rice Germ ..." LINK

"Remote Sensing : The Application of NIRS to Determine Animal Physiological Traits for Wildlife Management and Conservation" LINK

"Wavelength selection method for near-infrared spectroscopy based on standard-sample calibration transfer of mango and apple" LINK

"A portable NIR-system for mixture powdery food analysis using deep learning" LINK




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

"Compositional and sensory quality of beef and its determination by near infrared" LINK

"Butyrylcholinesterase responsive supramolecular prodrug with targeted nearinfrared cellular imaging property" LINK




Raman Spectroscopy

"Quantitative analysis of binary and ternary organo-mineral solid dispersions by Raman spectroscopy for robotic planetary exploration missions on Mars" | OpenAccess LINK




Hyperspectral Imaging (HSI)

"A shallow network for hyperspectral image classification using an autoencoder with convolutional neural network" | LINK

"Hyperspectral camera development on an unmanned aerial vehicle" LINK

"Direct reflectance transformation methodology for drone-based hyperspectral imaging" LINK




Spectral Imaging

"Remote Sensing : Application of Multispectral Camera in Monitoring the Quality Parameters of Fresh Tea Leaves" LINK




Chemometrics and Machine Learning

"Sensors : Adaboost-Based Machine Learning Improved the Modeling Robust and Estimation Accuracy of Pear Leaf Nitrogen Concentration by In-Field VIS-NIR Spectroscopy" LINK

"Discrimination of Manufacturers Origin of Oxytetracycline Using Terahertz Time-Domain Spectroscopy with Chemometric Methods" LINK




Spectroscopy

"Sensors : Non-Invasive Monitoring of Ethanol and Methanol Levels in Grape-Derived Pisco Distillate by Vibrational Spectroscopy" LINK




Equipment for Spectroscopy

"Improving the thermoelectric performances of polymer via synchronously realizing of chemical doping and side-chain cleavage" LINK




Environment NIR-Spectroscopy Application

"Determining physical and mechanical volcanic rock properties via reflectance spectroscopy" LINK

"Unauthorized landfills of solid household and industrial wastes detection in the Arctic and Subarctic territories using remote sensing technologies" LINK

"Evaluating the effects of distinct water saturation states on the light penetration depths of sand-textured soils" LINK




Agriculture NIR-Spectroscopy Usage

"Sorghum Grains Grading for Food, Feed, and Fuel Using NIR Spectroscopy" LINK

"Estimation of leaf area index at the late growth stage of crops using unmanned aerial vehicle hyperspectral images" LINK

"Analysis of Spectral Reflectance Characteristics Using Hyperspectral Sensor at Diverse Phenological Stages of Soybeans" LINK




Horticulture NIR-Spectroscopy Applications

"Data fusion for fruit quality authentication: combining non-destructive sensing techniques to predict quality parameters of citrus cultivars" | LINK




Food & Feed Industry NIR Usage

"Buckwheat Identification by Combined UV-VIS-NIR Spectroscopy and Multivariate Analysis" LINK




Other

"Effect of the annealing temperature on the growth of the silver nanoparticles synthesized by physical route" LINK




NIR Calibration-Model Services

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



Spettroscopia e Chemiometria Weekly News 44, 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


Near-Infrared Spectroscopy (NIRS)

"Study on Characteristic Wavelength Extraction Method for Near Infrared Spectroscopy Identification Based on Genetic Algorithm" LINK

"Uji Karakteristik Biochar dengan Pendekatan Near Infrared Spectroscopy (NIRS)" LINK

"Establishment of online quantitative model for moisture content determination of hydroxychloroquine sulfate particles by near infrared spectroscopy" LINK

"Nondestructive detection model of soluble solids content of an apple using visible/near-infrared spectroscopy combined with CARS and MPGA" LINK

"Detecting cadmium contamination in loessal soils using near-infrared spectroscopy in the Xiaoqinling gold area" LINK

"Egg Freshness Evaluation Using Transmission and Reflection of NIR Spectroscopy Coupled Multivariate Analysis" LINK

"Determination of Alcohol Content in Beers of Different Styles Based on Portable Near-Infrared Spectroscopy and Multivariate Calibration" | LINK

"Analysing the Water Spectral Pattern by Near-Infrared Spectroscopy and Chemometrics as a Dynamic Multidimensional Biomarker in Preservation: Rice Germ ..." LINK

"Remote Sensing : The Application of NIRS to Determine Animal Physiological Traits for Wildlife Management and Conservation" LINK

"Wavelength selection method for near-infrared spectroscopy based on standard-sample calibration transfer of mango and apple" LINK

"A portable NIR-system for mixture powdery food analysis using deep learning" LINK




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

"Compositional and sensory quality of beef and its determination by near infrared" LINK

"Butyrylcholinesterase responsive supramolecular prodrug with targeted nearinfrared cellular imaging property" LINK




Raman Spectroscopy

"Quantitative analysis of binary and ternary organo-mineral solid dispersions by Raman spectroscopy for robotic planetary exploration missions on Mars" | OpenAccess LINK




Hyperspectral Imaging (HSI)

"A shallow network for hyperspectral image classification using an autoencoder with convolutional neural network" | LINK

"Hyperspectral camera development on an unmanned aerial vehicle" LINK

"Direct reflectance transformation methodology for drone-based hyperspectral imaging" LINK




Spectral Imaging

"Remote Sensing : Application of Multispectral Camera in Monitoring the Quality Parameters of Fresh Tea Leaves" LINK




Chemometrics and Machine Learning

"Sensors : Adaboost-Based Machine Learning Improved the Modeling Robust and Estimation Accuracy of Pear Leaf Nitrogen Concentration by In-Field VIS-NIR Spectroscopy" LINK

"Discrimination of Manufacturers Origin of Oxytetracycline Using Terahertz Time-Domain Spectroscopy with Chemometric Methods" LINK




Spectroscopy

"Sensors : Non-Invasive Monitoring of Ethanol and Methanol Levels in Grape-Derived Pisco Distillate by Vibrational Spectroscopy" LINK




Equipment for Spectroscopy

"Improving the thermoelectric performances of polymer via synchronously realizing of chemical doping and side-chain cleavage" LINK




Environment NIR-Spectroscopy Application

"Determining physical and mechanical volcanic rock properties via reflectance spectroscopy" LINK

"Unauthorized landfills of solid household and industrial wastes detection in the Arctic and Subarctic territories using remote sensing technologies" LINK

"Evaluating the effects of distinct water saturation states on the light penetration depths of sand-textured soils" LINK




Agriculture NIR-Spectroscopy Usage

"Sorghum Grains Grading for Food, Feed, and Fuel Using NIR Spectroscopy" LINK

"Estimation of leaf area index at the late growth stage of crops using unmanned aerial vehicle hyperspectral images" LINK

"Analysis of Spectral Reflectance Characteristics Using Hyperspectral Sensor at Diverse Phenological Stages of Soybeans" LINK




Horticulture NIR-Spectroscopy Applications

"Data fusion for fruit quality authentication: combining non-destructive sensing techniques to predict quality parameters of citrus cultivars" | LINK




Food & Feed Industry NIR Usage

"Buckwheat Identification by Combined UV-VIS-NIR Spectroscopy and Multivariate Analysis" LINK




Other

"Effect of the annealing temperature on the growth of the silver nanoparticles synthesized by physical route" LINK



Spectroscopy and Chemometrics/Machine-Learning News Weekly #42, 2021Spektroskopie und Chemometrie/Machine-Learning News Wöchentlich #42, 2021Spettroscopia e Chemiometria/Machine-Learning Weekly News #42, 2021

NIR Calibration-Model Services

Spectroscopy and Chemometrics/Machine-Learning News Weekly 41, 2021 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensor QA QC Testing Quality LINK

Spektroskopie und Chemometrie/Machine-Learning Neuigkeiten Wöchentlich 41, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT sensors Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria/Machine-Learning Weekly News 41, 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)

"Development and Submission of Near Infrared Analytical Procedures Guidance for Industry" FDA LINK

"Identification prediction moisture content of Thai coconut sugar (Cocos nucifera L.) using FT-NIR spectroscopy" LINK

"Blood identification of NIR spectroscopy based on BP neural network combined with particle swarm optimization" LINK

"A preliminary study on the utilisation of near infrared spectroscopy to predict age and in vivo human metabolism" LINK

"Near-infrared guidance finalized for small molecule testing, with biologics to come" RAPS LINK

"Wavelength Selection Method for Near Infrared Spectroscopy Based on Iteratively Retains Informative Variables and Successive Projections Algorithm" LINK

"Near-infrared spectroscopy calibration strategies to predict multiple nutritional parameters of pasture species from different" LINK

" Comparison of metabolites and variety authentication of Amomum tsao-ko and Amomum paratsao-ko using GC-MS and NIR spectroscopy" LINK

"Hyperfine-Resolved Near-Infrared Spectra of H(2)(17)O" LINK

"Geographical Differentiation of Hom Mali Rice Cultivated in Different Regions of Thailand Using FTIR-ATR and NIR Spectroscopy" LINK

"Seasonal Snowpack Classification Based on Physical Properties Using Near-Infrared Proximal Hyperspectral Data" | LINK

"NIR-based sensing system for non-Invasive detection of Hemoglobin for point-of-care applications" LINK

"A promising inorganic YFeO3 pigments with high near-infrared reflectance and infrared emission" LINK

"Classification of Softwoods using Wood Extract Information and Near Infrared Spectroscopy." LINK

"Rapid determination and origin identification of total polysaccharides contents in Schisandra chinensis by near-infrared spectroscopy" LINK

"Near-Infrared Spectroscopy Technology in Food" | LINK

"Postharvest ripeness assessment of 'Hass' avocado based on development of a new ripening index and Vis-NIR spectroscopy" LINK




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

"Utility of near‐infrared spectroscopy to detect the extent of lipid core plaque leading to periprocedural myocardial infarction" LINK

"Scaling up Sagebrush Chemistry with Near-Infrared Spectroscopy and Uas-Acquired Hyperspectral Imagery" LINK




Hyperspectral Imaging (HSI)

"Spatially Resolved Spectroscopic Characterization of Nanostructured Films by Hyperspectral Dark-Field Microscopy" LINK

"Visual attention-driven framework to incorporate spatial-spectral features for hyperspectral anomaly detection" LINK




Spectral Imaging

"Spectral Super-Resolution of Multispectral Images Using Spatial-Spectral Residual Attention Network" LINK




Chemometrics and Machine Learning

"Feasibility of a chromameter and chemometric techniques to discriminate pure and mixed organic and conventional red pepper powders: A pilot study" LINK

"Cyanobacteria cell prediction using interpretable deep learning model with observed, numerical, and sensing data assemblage" LINK

"Applied Sciences : A Novel Principal Component Analysis Integrating Long Short-Term Memory Network and Its Application in Productivity Prediction of Cutter Suction Dredgers" LINK

"Plants : Morpho-Physiological Classification of Italian Tomato Cultivars (Solanum lycopersicum L.) According to Drought Tolerance during Vegetative and Reproductive Growth" LINK

"Automatic food and beverage authentication and adulteration detection by classification hybrid fusion" LINK

"Remote Sensing : Improving Accuracy of Herbage Yield Predictions in Perennial Ryegrass with UAV-Based Structural and Spectral Data Fusion and Machine Learning" LINK

"Estimating Fat Components of Potato Chips Using Visible and Near-Infrared Spectroscopy and a Compositional Calibration Model" LINK

"Wavelengths selection based on genetic algorithm (GA) and successive projections algorithms (SPA) combine with PLS regression for determination the soluble ..." LINK

"Comparison of PLS and SVM models for soil organic matter and particle size using vis-NIR spectral libraries" LINK

"Verified the rapid evaluation of the edible safety of wild porcini mushrooms, using deep learning and PLS‐DA" LINK




Optics for Spectroscopy

"Scientists Teach AI Cameras to See Depth in Photos Better" AI Camera Depth LINK




Facts

"Deep learning accelerates super-resolution microscopy by up to ten times" | DeepLearning microscopy LINK

"Statistical Learning to Operationalize a Domain Agnostic Data Quality Scoring. (arXiv:2108.08905v1 [cs.LG])" LINK




Research on Spectroscopy

"Foods : Instrumentation for Routine Analysis of Acrylamide in French Fries: Assessing Limitations for Adoption" LINK




Process Control and NIR Sensors

"NIR spectroscopy for monitoring of the critical manufacturing steps and quality attributes of paliperidone prolonged release tablets" LINK




Environment NIR-Spectroscopy Application

"Spatial Differentiation Analysis of Water Quality in Dianchi Lake Based on GF-5 NDVI Characteristic Optimization" LINK

"Remote Sensing : Using Sentinel-2 for Simplifying Soil Sampling and Mapping: Two Case Studies in Umbria, Italy" LINK

"Sensors : Ground-Based Hyperspectral Remote Sensing for Estimating Water Stress in Tomato Growth in Sandy Loam and Silty Loam Soils" LINK

"Potential of high-spectral resolution for field phenotyping in plant breeding: Application to maize under water stress" LINK




Agriculture NIR-Spectroscopy Usage

"Study the Genetic Diversity in Protein, Zinc and Iron in Germplasm Pools of Desi Type Chickpeas as Implicated in Quality Breeding" LINK

"Additives and soy detection in powder rice beverage by vibrational spectroscopy as an alternative method for quality and safety control" LINK

"Remote Sensing : Generating Up-to-Date Crop Maps Optimized for Sentinel-2 Imagery in Israel" LINK

"Fodder biomass, nutritive value, and grain yield of dual‐purpose Pearl Millet, Sorghum and Maize cultivars across different agro‐ecologies in Burkina Faso" LINK

"Agronomy : Effects of the Foliar Application of Potassium Fertilizer on the Grain Protein and Dough Quality of Wheat" LINK

"Remote Sensing : Sentinel-2 and Landsat-8 Multi-Temporal Series to Estimate Topsoil Properties on Croplands" LINK

"Sensors : Assessment of Grain Harvest Moisture Content Using Machine Learning on Smartphone Images for Optimal Harvest Timing" LINK

"Using UAV image data to monitor the effects of different nitrogen application rates on tea quality" LINK

"A single calibration of near-infrared spectroscopy to determine the quality of forage for multiple species" LINK




Forestry and Wood Industry NIR Usage

"Teakwood Chemistry and Natural Durability" LINK




Food & Feed Industry NIR Usage

"Foods : Temporal Sensory Perceptions of Sugar-Reduced 3D Printed Chocolates" LINK

"Foods : Rapid Nondestructive Simultaneous Detection for Physicochemical Properties of Different Types of Sheep Meat Cut Using Portable Vis/NIR Reflectance Spectroscopy System" LINK

"Foods : Real-Time Gauging of the Gelling Maturity of Duck Eggs Pickled in Strong Alkaline Solutions" LINK




Chemical Industry NIR Usage

"Polymers : Drug Amorphous Solid Dispersions Based on Poly(vinyl Alcohol): Evaluating the Effect of Poly(propylene Succinate) as Plasticizer" LINK




Pharma Industry NIR Usage

" Effects of acetazolamide and furosemide on ventilation and cerebral blood volume in normocapnic and hypercapnic COPD patients" LINK




Other

"Advances, challenges and perspectives of quantum chemical approaches in molecular spectroscopy of the condensed phase" LINK

"Calidad composicional y sensorial de la carne bovina y su determinación mediante infrarrojo cercano" LINK

"Bioinspired StimuliResponsive Hydrogel with Reversible Switching and Fluorescence Behavior Served as LightControlled Soft Actuators" LINK

"Neural Efficiency in Athletes: A Systematic Review" LINK

"Tailored Chiral Copper Selenide Nanochannels for Ultrasensitive Enantioselective Recognition and Detection" LINK

"In vivo diffuse reflectance spectroscopic analysis of fatty liver with inflammation in mice" LINK

"Métodos de análise da composição química e valor nutricional de alimentos para ruminantes" LINK

"Dissociation between exercise intensity thresholds: mechanistic insights from supine exercise" LINK





NIR Calibration-Model Services

Spectroscopy and Chemometrics/Machine-Learning News Weekly 41, 2021 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensor QA QC Testing Quality LINK

Spektroskopie und Chemometrie/Machine-Learning Neuigkeiten Wöchentlich 41, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT sensors Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria/Machine-Learning Weekly News 41, 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)

"Development and Submission of Near Infrared Analytical Procedures Guidance for Industry" FDA LINK

"Identification prediction moisture content of Thai coconut sugar (Cocos nucifera L.) using FT-NIR spectroscopy" LINK

"Blood identification of NIR spectroscopy based on BP neural network combined with particle swarm optimization" LINK

"A preliminary study on the utilisation of near infrared spectroscopy to predict age and in vivo human metabolism" LINK

"Near-infrared guidance finalized for small molecule testing, with biologics to come" RAPS LINK

"Wavelength Selection Method for Near Infrared Spectroscopy Based on Iteratively Retains Informative Variables and Successive Projections Algorithm" LINK

"Near-infrared spectroscopy calibration strategies to predict multiple nutritional parameters of pasture species from different" LINK

" Comparison of metabolites and variety authentication of Amomum tsao-ko and Amomum paratsao-ko using GC-MS and NIR spectroscopy" LINK

"Hyperfine-Resolved Near-Infrared Spectra of H(2)(17)O" LINK

"Geographical Differentiation of Hom Mali Rice Cultivated in Different Regions of Thailand Using FTIR-ATR and NIR Spectroscopy" LINK

"Seasonal Snowpack Classification Based on Physical Properties Using Near-Infrared Proximal Hyperspectral Data" | LINK

"NIR-based sensing system for non-Invasive detection of Hemoglobin for point-of-care applications" LINK

"A promising inorganic YFeO3 pigments with high near-infrared reflectance and infrared emission" LINK

"Classification of Softwoods using Wood Extract Information and Near Infrared Spectroscopy." LINK

"Rapid determination and origin identification of total polysaccharides contents in Schisandra chinensis by near-infrared spectroscopy" LINK

"Near-Infrared Spectroscopy Technology in Food" | LINK

"Postharvest ripeness assessment of 'Hass' avocado based on development of a new ripening index and Vis-NIR spectroscopy" LINK




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

"Utility of near‐infrared spectroscopy to detect the extent of lipid core plaque leading to periprocedural myocardial infarction" LINK

"Scaling up Sagebrush Chemistry with Near-Infrared Spectroscopy and Uas-Acquired Hyperspectral Imagery" LINK




Hyperspectral Imaging (HSI)

"Spatially Resolved Spectroscopic Characterization of Nanostructured Films by Hyperspectral Dark-Field Microscopy" LINK

"Visual attention-driven framework to incorporate spatial-spectral features for hyperspectral anomaly detection" LINK




Spectral Imaging

"Spectral Super-Resolution of Multispectral Images Using Spatial-Spectral Residual Attention Network" LINK




Chemometrics and Machine Learning

"Feasibility of a chromameter and chemometric techniques to discriminate pure and mixed organic and conventional red pepper powders: A pilot study" LINK

"Cyanobacteria cell prediction using interpretable deep learning model with observed, numerical, and sensing data assemblage" LINK

"Applied Sciences : A Novel Principal Component Analysis Integrating Long Short-Term Memory Network and Its Application in Productivity Prediction of Cutter Suction Dredgers" LINK

"Plants : Morpho-Physiological Classification of Italian Tomato Cultivars (Solanum lycopersicum L.) According to Drought Tolerance during Vegetative and Reproductive Growth" LINK

"Automatic food and beverage authentication and adulteration detection by classification hybrid fusion" LINK

"Remote Sensing : Improving Accuracy of Herbage Yield Predictions in Perennial Ryegrass with UAV-Based Structural and Spectral Data Fusion and Machine Learning" LINK

"Estimating Fat Components of Potato Chips Using Visible and Near-Infrared Spectroscopy and a Compositional Calibration Model" LINK

"Wavelengths selection based on genetic algorithm (GA) and successive projections algorithms (SPA) combine with PLS regression for determination the soluble ..." LINK

"Comparison of PLS and SVM models for soil organic matter and particle size using vis-NIR spectral libraries" LINK

"Verified the rapid evaluation of the edible safety of wild porcini mushrooms, using deep learning and PLS‐DA" LINK




Optics for Spectroscopy

"Scientists Teach AI Cameras to See Depth in Photos Better" AI Camera Depth LINK




Facts

"Deep learning accelerates super-resolution microscopy by up to ten times" | DeepLearning microscopy LINK

"Statistical Learning to Operationalize a Domain Agnostic Data Quality Scoring. (arXiv:2108.08905v1 [cs.LG])" LINK




Research on Spectroscopy

"Foods : Instrumentation for Routine Analysis of Acrylamide in French Fries: Assessing Limitations for Adoption" LINK




Process Control and NIR Sensors

"NIR spectroscopy for monitoring of the critical manufacturing steps and quality attributes of paliperidone prolonged release tablets" LINK




Environment NIR-Spectroscopy Application

"Spatial Differentiation Analysis of Water Quality in Dianchi Lake Based on GF-5 NDVI Characteristic Optimization" LINK

"Remote Sensing : Using Sentinel-2 for Simplifying Soil Sampling and Mapping: Two Case Studies in Umbria, Italy" LINK

"Sensors : Ground-Based Hyperspectral Remote Sensing for Estimating Water Stress in Tomato Growth in Sandy Loam and Silty Loam Soils" LINK

"Potential of high-spectral resolution for field phenotyping in plant breeding: Application to maize under water stress" LINK




Agriculture NIR-Spectroscopy Usage

"Study the Genetic Diversity in Protein, Zinc and Iron in Germplasm Pools of Desi Type Chickpeas as Implicated in Quality Breeding" LINK

"Additives and soy detection in powder rice beverage by vibrational spectroscopy as an alternative method for quality and safety control" LINK

"Remote Sensing : Generating Up-to-Date Crop Maps Optimized for Sentinel-2 Imagery in Israel" LINK

"Fodder biomass, nutritive value, and grain yield of dual‐purpose Pearl Millet, Sorghum and Maize cultivars across different agro‐ecologies in Burkina Faso" LINK

"Agronomy : Effects of the Foliar Application of Potassium Fertilizer on the Grain Protein and Dough Quality of Wheat" LINK

"Remote Sensing : Sentinel-2 and Landsat-8 Multi-Temporal Series to Estimate Topsoil Properties on Croplands" LINK

"Sensors : Assessment of Grain Harvest Moisture Content Using Machine Learning on Smartphone Images for Optimal Harvest Timing" LINK

"Using UAV image data to monitor the effects of different nitrogen application rates on tea quality" LINK

"A single calibration of near-infrared spectroscopy to determine the quality of forage for multiple species" LINK




Forestry and Wood Industry NIR Usage

"Teakwood Chemistry and Natural Durability" LINK




Food & Feed Industry NIR Usage

"Foods : Temporal Sensory Perceptions of Sugar-Reduced 3D Printed Chocolates" LINK

"Foods : Rapid Nondestructive Simultaneous Detection for Physicochemical Properties of Different Types of Sheep Meat Cut Using Portable Vis/NIR Reflectance Spectroscopy System" LINK

"Foods : Real-Time Gauging of the Gelling Maturity of Duck Eggs Pickled in Strong Alkaline Solutions" LINK




Chemical Industry NIR Usage

"Polymers : Drug Amorphous Solid Dispersions Based on Poly(vinyl Alcohol): Evaluating the Effect of Poly(propylene Succinate) as Plasticizer" LINK




Pharma Industry NIR Usage

" Effects of acetazolamide and furosemide on ventilation and cerebral blood volume in normocapnic and hypercapnic COPD patients" LINK




Other

"Advances, challenges and perspectives of quantum chemical approaches in molecular spectroscopy of the condensed phase" LINK

"Calidad composicional y sensorial de la carne bovina y su determinación mediante infrarrojo cercano" LINK

"Bioinspired StimuliResponsive Hydrogel with Reversible Switching and Fluorescence Behavior Served as LightControlled Soft Actuators" LINK

"Neural Efficiency in Athletes: A Systematic Review" LINK

"Tailored Chiral Copper Selenide Nanochannels for Ultrasensitive Enantioselective Recognition and Detection" LINK

"In vivo diffuse reflectance spectroscopic analysis of fatty liver with inflammation in mice" LINK

"Métodos de análise da composição química e valor nutricional de alimentos para ruminantes" LINK

"Dissociation between exercise intensity thresholds: mechanistic insights from supine exercise" LINK





NIR Calibration-Model Services

Spectroscopy and Chemometrics/Machine-Learning News Weekly 41, 2021 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensor QA QC Testing Quality LINK

Spektroskopie und Chemometrie/Machine-Learning Neuigkeiten Wöchentlich 41, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT sensors Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria/Machine-Learning Weekly News 41, 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)

"Development and Submission of Near Infrared Analytical Procedures Guidance for Industry" FDA LINK

"Identification prediction moisture content of Thai coconut sugar (Cocos nucifera L.) using FT-NIR spectroscopy" LINK

"Blood identification of NIR spectroscopy based on BP neural network combined with particle swarm optimization" LINK

"A preliminary study on the utilisation of near infrared spectroscopy to predict age and in vivo human metabolism" LINK

"Near-infrared guidance finalized for small molecule testing, with biologics to come" RAPS LINK

"Wavelength Selection Method for Near Infrared Spectroscopy Based on Iteratively Retains Informative Variables and Successive Projections Algorithm" LINK

"Near-infrared spectroscopy calibration strategies to predict multiple nutritional parameters of pasture species from different" LINK

" Comparison of metabolites and variety authentication of Amomum tsao-ko and Amomum paratsao-ko using GC-MS and NIR spectroscopy" LINK

"Hyperfine-Resolved Near-Infrared Spectra of H(2)(17)O" LINK

"Geographical Differentiation of Hom Mali Rice Cultivated in Different Regions of Thailand Using FTIR-ATR and NIR Spectroscopy" LINK

"Seasonal Snowpack Classification Based on Physical Properties Using Near-Infrared Proximal Hyperspectral Data" | LINK

"NIR-based sensing system for non-Invasive detection of Hemoglobin for point-of-care applications" LINK

"A promising inorganic YFeO3 pigments with high near-infrared reflectance and infrared emission" LINK

"Classification of Softwoods using Wood Extract Information and Near Infrared Spectroscopy." LINK

"Rapid determination and origin identification of total polysaccharides contents in Schisandra chinensis by near-infrared spectroscopy" LINK

"Near-Infrared Spectroscopy Technology in Food" | LINK

"Postharvest ripeness assessment of 'Hass' avocado based on development of a new ripening index and Vis-NIR spectroscopy" LINK




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

"Utility of near‐infrared spectroscopy to detect the extent of lipid core plaque leading to periprocedural myocardial infarction" LINK

"Scaling up Sagebrush Chemistry with Near-Infrared Spectroscopy and Uas-Acquired Hyperspectral Imagery" LINK




Hyperspectral Imaging (HSI)

"Spatially Resolved Spectroscopic Characterization of Nanostructured Films by Hyperspectral Dark-Field Microscopy" LINK

"Visual attention-driven framework to incorporate spatial-spectral features for hyperspectral anomaly detection" LINK




Spectral Imaging

"Spectral Super-Resolution of Multispectral Images Using Spatial-Spectral Residual Attention Network" LINK




Chemometrics and Machine Learning

"Feasibility of a chromameter and chemometric techniques to discriminate pure and mixed organic and conventional red pepper powders: A pilot study" LINK

"Cyanobacteria cell prediction using interpretable deep learning model with observed, numerical, and sensing data assemblage" LINK

"Applied Sciences : A Novel Principal Component Analysis Integrating Long Short-Term Memory Network and Its Application in Productivity Prediction of Cutter Suction Dredgers" LINK

"Plants : Morpho-Physiological Classification of Italian Tomato Cultivars (Solanum lycopersicum L.) According to Drought Tolerance during Vegetative and Reproductive Growth" LINK

"Automatic food and beverage authentication and adulteration detection by classification hybrid fusion" LINK

"Remote Sensing : Improving Accuracy of Herbage Yield Predictions in Perennial Ryegrass with UAV-Based Structural and Spectral Data Fusion and Machine Learning" LINK

"Estimating Fat Components of Potato Chips Using Visible and Near-Infrared Spectroscopy and a Compositional Calibration Model" LINK

"Wavelengths selection based on genetic algorithm (GA) and successive projections algorithms (SPA) combine with PLS regression for determination the soluble ..." LINK

"Comparison of PLS and SVM models for soil organic matter and particle size using vis-NIR spectral libraries" LINK

"Verified the rapid evaluation of the edible safety of wild porcini mushrooms, using deep learning and PLS‐DA" LINK




Optics for Spectroscopy

"Scientists Teach AI Cameras to See Depth in Photos Better" AI Camera Depth LINK




Facts

"Deep learning accelerates super-resolution microscopy by up to ten times" | DeepLearning microscopy LINK

"Statistical Learning to Operationalize a Domain Agnostic Data Quality Scoring. (arXiv:2108.08905v1 [cs.LG])" LINK




Research on Spectroscopy

"Foods : Instrumentation for Routine Analysis of Acrylamide in French Fries: Assessing Limitations for Adoption" LINK




Process Control and NIR Sensors

"NIR spectroscopy for monitoring of the critical manufacturing steps and quality attributes of paliperidone prolonged release tablets" LINK




Environment NIR-Spectroscopy Application

"Spatial Differentiation Analysis of Water Quality in Dianchi Lake Based on GF-5 NDVI Characteristic Optimization" LINK

"Remote Sensing : Using Sentinel-2 for Simplifying Soil Sampling and Mapping: Two Case Studies in Umbria, Italy" LINK

"Sensors : Ground-Based Hyperspectral Remote Sensing for Estimating Water Stress in Tomato Growth in Sandy Loam and Silty Loam Soils" LINK

"Potential of high-spectral resolution for field phenotyping in plant breeding: Application to maize under water stress" LINK




Agriculture NIR-Spectroscopy Usage

"Study the Genetic Diversity in Protein, Zinc and Iron in Germplasm Pools of Desi Type Chickpeas as Implicated in Quality Breeding" LINK

"Additives and soy detection in powder rice beverage by vibrational spectroscopy as an alternative method for quality and safety control" LINK

"Remote Sensing : Generating Up-to-Date Crop Maps Optimized for Sentinel-2 Imagery in Israel" LINK

"Fodder biomass, nutritive value, and grain yield of dual‐purpose Pearl Millet, Sorghum and Maize cultivars across different agro‐ecologies in Burkina Faso" LINK

"Agronomy : Effects of the Foliar Application of Potassium Fertilizer on the Grain Protein and Dough Quality of Wheat" LINK

"Remote Sensing : Sentinel-2 and Landsat-8 Multi-Temporal Series to Estimate Topsoil Properties on Croplands" LINK

"Sensors : Assessment of Grain Harvest Moisture Content Using Machine Learning on Smartphone Images for Optimal Harvest Timing" LINK

"Using UAV image data to monitor the effects of different nitrogen application rates on tea quality" LINK

"A single calibration of near-infrared spectroscopy to determine the quality of forage for multiple species" LINK




Forestry and Wood Industry NIR Usage

"Teakwood Chemistry and Natural Durability" LINK




Food & Feed Industry NIR Usage

"Foods : Temporal Sensory Perceptions of Sugar-Reduced 3D Printed Chocolates" LINK

"Foods : Rapid Nondestructive Simultaneous Detection for Physicochemical Properties of Different Types of Sheep Meat Cut Using Portable Vis/NIR Reflectance Spectroscopy System" LINK

"Foods : Real-Time Gauging of the Gelling Maturity of Duck Eggs Pickled in Strong Alkaline Solutions" LINK




Chemical Industry NIR Usage

"Polymers : Drug Amorphous Solid Dispersions Based on Poly(vinyl Alcohol): Evaluating the Effect of Poly(propylene Succinate) as Plasticizer" LINK




Pharma Industry NIR Usage

" Effects of acetazolamide and furosemide on ventilation and cerebral blood volume in normocapnic and hypercapnic COPD patients" LINK




Other

"Advances, challenges and perspectives of quantum chemical approaches in molecular spectroscopy of the condensed phase" LINK

"Calidad composicional y sensorial de la carne bovina y su determinación mediante infrarrojo cercano" LINK

"Bioinspired StimuliResponsive Hydrogel with Reversible Switching and Fluorescence Behavior Served as LightControlled Soft Actuators" LINK

"Neural Efficiency in Athletes: A Systematic Review" LINK

"Tailored Chiral Copper Selenide Nanochannels for Ultrasensitive Enantioselective Recognition and Detection" LINK

"In vivo diffuse reflectance spectroscopic analysis of fatty liver with inflammation in mice" LINK

"Métodos de análise da composição química e valor nutricional de alimentos para ruminantes" LINK

"Dissociation between exercise intensity thresholds: mechanistic insights from supine exercise" LINK