Spectroscopy and Chemometrics/Machine-Learning News Weekly #48, 2022

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NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 47, 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 47, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 47, 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)

“Deep learning near-infrared quality prediction based on multi-level dynamic feature” LINK

“Rapid measurement of classification levels of primary macronutrients in durian (Durio zibethinus Murray CV. Mon Thong) leaves using FT-NIR spectrometer and …” LINK

“Non-destructive study on identifying and monitoring of Cu-Pb pollution in corn based on near-infrared spectroscopy” | LINK

“PSVI-6 Predicting Fecal Composition Using Near Infrared Spectroscopy (Nirs): Expanding the Calibration to Include Grazing Beef Samples” LINK

“Predictions of multiple food quality parameters using near-infrared spectroscopy with a novel multi-task genetic programming approach” LINK

“… of Polysaccharide Content in Shiitake Culinary-Medicinal Mushroom, Lentinula edodes (Agaricomycetes) via Near-Infrared Spectroscopy Integrated with Deep …” LINK

“Redundancy Analysis to Reduce the High-Dimensional Near-Infrared Spectral Information to Improve the Authentication of Olive Oil” LINK

“Nondestructive evaluation of SW-NIRS and NIR-HSI for predicting the maturity index of intact pineapples” LINK

“Near-Infrared Spectroscopy for Bladder Monitoring: A Machine Learning Approach” | LINK

“Before reliable near infrared spectroscopic analysis-the critical sampling proviso. Part 2: Particular requirements for near infrared spectroscopy” LINK

“Adaptive Artificial Neural Network in near infrared spectroscopy for standard-free calibration transfer” LINK

“NEAR-INFRARED SPECTROSCOPY AS A GREEN TECHNOLOGY TO MONITOR COFFEE ROASTING” | LINK

“Automatic Neural Network Hyperparameter Optimization for Extrapolation: Lessons Learned from Visible and Near-Infrared Spectroscopy of Mango Fruit” LINK

“An approach to detecting diphenylamine content and assessing chemical stability of single-base propellants by near-infrared reflectance spectroscopy” LINK

“Efficiency of near-infrared spectroscopy in classifying Amazonian wood wastes for bioenergy generation” LINK

“Rapid Detection of Cement Raw Meal Composition Based on Near Infrared Spectroscopy” | LINK

“Foods : Discrimination of Minced Mutton Adulteration Based on Sized-Adaptive Online NIRS Information and 2D Conventional Neural Network” LINK

“NIR-based models for estimating selected physical and chemical wood properties from fast-growing plantations” LINK

“Sensors : Domain Adaptation for In-Line Allergen Classification of Agri-Food Powders Using Near-Infrared Spectroscopy” LINK

“Improper sample preparation negatively affects near infrared reflectance spectroscopy (NIRS) nutrient analysis of ground corn” LINK

“Water : Discrimination of Chemical Oxygen Demand Pollution in Surface Water Based on Visible Near-Infrared Spectroscopy” LINK

“Molecules : Detecting Aflatoxin B1 in Peanuts by Fourier Transform Near-Infrared Transmission and Diffuse Reflection Spectroscopy” LINK

“Performance Evaluation of Pre-Processing and Pre-Treatment Algorithm for Near-Infrared Spectroscopy Signals: Case Study pH of Intact Mango “Arumanis”” LINK

“Near infrared spectroscopy for blend uniformity monitoring: An innovative qualitative application based on the coefficient of determination” LINK

“Enhancing Near Infrared II Emission of Gold Nanoclusters via Encapsulation in Small Polymer Nanoparticles” LINK

“Denoising stacked auto-encoder-based near-infrared quality monitoring method by evaluating robust samples” LINK

“A High-efficiency Blue-LED-excitable NIR-II-emitting MgO: Cr3+, Ni2+ Phosphor for Future Broadband Light Source toward Multifunctional NIR Spectroscopy …” LINK

“Investigating if an arm lift procedure is capable of highlighting aging-related differences in microvascular function, using Near-infrared Spectroscopy” LINK

“Use of near-infrared spectroscopy for the classification of medicinal cannabis cultivars and the prediction of their cannabinoid and terpene contents” LINK

“Implication of phenol red in quantification of cultured cancerous cells using near-infrared spectroscopy and aquaphotomics” LINK

“Quantitative analysis of near infrared spectroscopic data based on dual-band transformation and competitive adaptive reweighted sampling” LINK

“Feasibility of near-infrared spectroscopy and chemometrics analysis for discrimination of Cymbopogon nardus from Cymbopogon citratus” LINK

“… of Wet and Dry Mechanochemical Syntheses of Calcium-Deficient Hydroxyapatite Containing Zinc Using X-ray Diffractometry and Near-Infrared Spectroscopy” LINK

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

“ATRFTIR spectroscopy and chemometric complexity: Unfolding the intraskeleton variability” LINK

“A seleniumsubstituted heptamethine cyanine photosensitizer for nearinfrared photodynamic therapy” LINK

“Identification studies of Escherichia coli using FTIR profiles and strain typing by principal component analysis” LINK

Hyperspectral Imaging (HSI)

“Performance review of a UV/vis/IR fluorescence hyperspectral camera to detect contamination on spacecraft during integration” LINK

“NAPPN Annual Conference Abstract: Hyperspectral imaging for non-destructive determination of cannabinoids in floral and leaf materials of industrial hemp” LINK

” A preliminary investigation into the automatic detection of diseased sheep organs using hyperspectral imaging sensors” LINK

“Recent advances in muscle food safety evaluation: Hyperspectral imaging analyses and applications” LINK

“Fusion of hyperspectral and multispectral images based on principal component analysis and guided bilateral filtering” | LINK

“Performance review of a UV/vis/IR fluorescence hyperspectral camera to detect contamination on spacecraft during integration” | LINK

Spectral Imaging

“Remote Sensing : Evaluation of the Influence of Field Conditions on Aerial Multispectral Images and Vegetation Indices” LINK

Chemometrics and Machine Learning

“Nondestructive determination of grass pea and pea flour adulteration in chickpea flour using nearinfrared reflectance spectroscopy and chemometrics” LINK

“Prediction of the proximate analysis parameters of refuse-derived fuel based on deep learning approach” | LINK

“Evaluation of data pre-processing and regression models for precise estimation of soil organic carbon using Vis-NIR spectroscopy” | LINK

“ResNet models for rapid identification of species and geographical origin of wild boletes from Yunnan, and MaxEnt model for delineation of potential distribution” LINK

“Prediction of winter wheat leaf chlorophyll content based on VIS/NIR spectroscopy using ANN and PLSR” LINK

“Vis-NIR spectroscopy coupled with machine learning algorithms to predict soil gypsum in calcareous soils, southern Iran” LINK

Optics for Spectroscopy

“Architecture of FTO/n-CdS/p-SnSe1-xOx/Au Heterojunction Thin Film Diodes by Thermal Evaporation” | LINK

Equipment for Spectroscopy

“Polymers : Comparative Thermo-Mechanical Properties of Sustainable Epoxy Polymer Networks Derived from Linseed Oil” LINK

Environment NIR-Spectroscopy Application

“Developing spectrotransfer functions (STFs) to predict basic physical and chemical properties of calcareous soils” LINK

Agriculture NIR-Spectroscopy Usage

“Assessment of crop traits retrieved from airborne hyperspectral and thermal remote sensing imagery to predict wheat grain protein content” LINK

“158 Predicting Intake and Digestibility of Nutrients in Beef Cattle fed High Forage Diets Using Near Infrared Spectroscopy (Nirs) of Feces and Internal Markers” LINK

“Wheat leaf disease identification based on deep learning algorithms” | DeepLearning MachineLearning CropDisease Crop LINK

“Early Hemodynamic Response to Single-Pulse Transcranial Magnetic Stimulation Following Previously Inhibited or Excited Motor Cortex” LINK

“Investigation of growth, optical, thermal, mechanical, electrical, laser damage threshold properties of 1, 2, 3-Benzotriazolium Dihydrogen Phosphate (BTDHP) single …” | LINK

Horticulture NIR-Spectroscopy Applications

“Near-Infrared Model and Its Robustness as Affected by Fruit Origin for ‘Dangshan’Pear Soluble Solids Content and pH Measurement” LINK

Food & Feed Industry NIR Usage

“Classification of chocolates by multivariate methods in THz spectroscopy” LINK

Pharma Industry NIR Usage

“Application of fast non-invasive solid state analysis on counterfeit tracing of pharmaceutical drug excipients” LINK

Medicinal Spectroscopy

“Review of Advances in the Measurement of Skin Hydration Based on Sensing of Optical and Electrical Tissue Properties” LINK

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Spectroscopy and Chemometrics Machine-Learning News Weekly #38, 2022Spektroskopie und Chemometrie Machine-Learning News Wöchentlich #38, 2022Spettroscopia e Chemiometria Machine-Learning Weekly News #38, 2022

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 37, 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)

"Geographical Discrimination of Ground Amazon Cocoa by Near-Infrared Spectroscopy: Influence of Sample Preparation" LINK

"Rapid assessment of enniatins in barley grains using near infrared spectroscopy and chemometric tools" LINK

"Sensors : Detection of Water pH Using Visible Near-Infrared Spectroscopy and One-Dimensional Convolutional Neural Network" LINK

"fNIRS-based brain state transition features to signify functional degeneration after Parkinson's disease" LINK

"Near-infrared spectroscopy of boulders with dust or patina coatings on the Moon: A two-layer radiative transfer model" LINK




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

"Discrimination of Gonipterini weevil genera using near infrared spectroscopy" LINK

"Mid-Infrared Serial Microring Resonator Array for Real-Time Detection of Vapor-Phase Volatile Organic Compounds" LINK




Raman Spectroscopy

"Labelfree SERS detection of prostate cancer combined with multivariate statistical algorithm" LINK




Hyperspectral Imaging (HSI)

"Determination of protein content in single black fly soldier (Hermetia illucens L.) larvae by near infrared hyperspectral imaging (NIR-HSI) and chemometrics" LINK

"Hyperspectral detection of walnut protein contents based on improved whale optimized algorithm" LINK

"Quantitative Inversion Model Design of Mine Water Characteristic Ions Based on Hyperspectral Technology" LINK

"Bloodstain Identification Based on Visible/Near-Infrared Hyperspectral Imaging with Convolutional Neural Network" LINK

"Uncertainty measurement-guided iterative sample selection via shallow convolutional neural network for hyperspectral image classification" LINK

"Two-dimensional granule property measurement using hyperspectral imaging in continuous pharmaceutical wet granulation" LINK

"Feasibility of identifying the authenticity of fresh and cooked mutton kebabs using visible and near-infrared hyperspectral imaging" LINK

"Nondestructive Quality Control in Powder Metallurgy using Hyperspectral Imaging" LINK

"Quality classification of kiwifruit under different storage conditions based on deep learning and hyperspectral imaging technology" LINK




Spectral Imaging

"Experimental Analysis of Tunable Optical Spectral Imaging System Using a Grating in the Pupil Function" LINK




Chemometrics and Machine Learning

"Monitoring the concentrations of Cd, Cu, Pb, Ni, Cr, Zn, Mn and Fe in cultivated Haplic Luvisol soils using near-infrared reflectance spectroscopy and chemometrics" LINK

"Application of Hyperspectral Technology Combined with Bat Algorithm-AdaBoost Model in Field Soil Nutrient Prediction" LINK

"Brazilian Canephora Coffee Evaluation Using Nir Spectroscopy and Discriminant Chemometric Techniques" LINK

"Rapid quantitative typing spectra model for distinguishing sweet and bitter apricot kernels" LINK

"Remote Sensing : Application of PLS-Augmented ANN Model for Retrieving Chlorophyll-a from Hyperspectral Data in Case 2 Waters of the Western Basin of Lake Erie" LINK

"Merging GIS and Machine Learning Techniques: A Paper Review" MachineLearning LINK

"CRISP-DM - Cross-Industry Standard Process for DataMining. It describes how DataAnalysts should start from business needs, mine the data, and deploy the model." | Data DataScience DataAnalysis DataAnalyst DataScientist LINK

"Survey of Machine Learning Lifecycle - Evolution of ML lifecycle from resource-constrained batch data mining to MLOps at the cloud scale." by LINK

"Interpretable and Explainable Machine Learning for Materials Science and Chemistry" MachineLearning MaterialScience Chemistry LINK

"Identification of Four Chicken Breeds by Hyperspectral Imaging Combined with Chemometrics" LINK

"Hyperspectral imaging and chemometrics assessment of intramuscular fat in pork Longissimus thoracic et lumborum primal cut" LINK

"Soil organic carbon (SOC) prediction in Australian sugarcane fields using Vis-NIR spectroscopy with different model setting approaches" LINK




Process Control and NIR Sensors

"Process Spectroscopy Market to be Worth $33.14 Billion by 2030: Grand View Research, Inc." LINK




Agriculture NIR-Spectroscopy Usage

"Quantitative inversion model of protein and fat content in milk based on hyperspectral techniques" LINK

"Influx of Near-Infrared Technology in Microplastic Community: A Bibliometric Analysis" LINK

"Remote Sensing : Mapping Seasonal Leaf Nutrients of Mangrove with Sentinel-2 Images and XGBoost Method" LINK




Food & Feed Industry NIR Usage

"Hyperspectral imaging combined with chemometrics for rapid detection of talcum powder adulterated in wheat flour" wheatflour LINK




Pharma Industry NIR Usage

"Rapid identification of polypeptide from carbapenemresistant and susceptible Escherichia coli via OrbitrapMS and pattern recognition analyses" LINK




Other

"Facile fabrication of binary BiOCl-Cu2CoSnS4 and ternary BiOCl-Cu2CoSnS4-TiO2 heterojunction nano photocatalyst for efficient sunlight-driven removal of direct ..." LINK

"Click chemically modified azobenzene derivatives and their third-order nonlinear optical properties" | LINK

"20 Antiaromatic Isophlorins without Metallation or Core Modification" LINK

"Three ytterbium (III) complexes with aromatic N‐donors: Synthesis, structure, photophysical properties and thermal stability" LINK

"Untargeted Region of Interest Selection for GC-MS Data using a Pseudo F-Ratio Moving Window" LINK

"Biosensors : Variational Mode Decomposition Weighted Multiscale Support Vector Regression for Spectral Determination of Rapeseed Oil and Rhizoma Alpiniae Offcinarum Adulterants" LINK




NIR Calibration-Model Services

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 37, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK




Near-Infrared Spectroscopy (NIRS)

"Geographical Discrimination of Ground Amazon Cocoa by Near-Infrared Spectroscopy: Influence of Sample Preparation" LINK

"Rapid assessment of enniatins in barley grains using near infrared spectroscopy and chemometric tools" LINK

"Sensors : Detection of Water pH Using Visible Near-Infrared Spectroscopy and One-Dimensional Convolutional Neural Network" LINK

"fNIRS-based brain state transition features to signify functional degeneration after Parkinson's disease" LINK

"Near-infrared spectroscopy of boulders with dust or patina coatings on the Moon: A two-layer radiative transfer model" LINK




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

"Discrimination of Gonipterini weevil genera using near infrared spectroscopy" LINK

"Mid-Infrared Serial Microring Resonator Array for Real-Time Detection of Vapor-Phase Volatile Organic Compounds" LINK




Raman Spectroscopy

"Labelfree SERS detection of prostate cancer combined with multivariate statistical algorithm" LINK




Hyperspectral Imaging (HSI)

"Determination of protein content in single black fly soldier (Hermetia illucens L.) larvae by near infrared hyperspectral imaging (NIR-HSI) and chemometrics" LINK

"Hyperspectral detection of walnut protein contents based on improved whale optimized algorithm" LINK

"Quantitative Inversion Model Design of Mine Water Characteristic Ions Based on Hyperspectral Technology" LINK

"Bloodstain Identification Based on Visible/Near-Infrared Hyperspectral Imaging with Convolutional Neural Network" LINK

"Uncertainty measurement-guided iterative sample selection via shallow convolutional neural network for hyperspectral image classification" LINK

"Two-dimensional granule property measurement using hyperspectral imaging in continuous pharmaceutical wet granulation" LINK

"Feasibility of identifying the authenticity of fresh and cooked mutton kebabs using visible and near-infrared hyperspectral imaging" LINK

"Nondestructive Quality Control in Powder Metallurgy using Hyperspectral Imaging" LINK

"Quality classification of kiwifruit under different storage conditions based on deep learning and hyperspectral imaging technology" LINK




Spectral Imaging

"Experimental Analysis of Tunable Optical Spectral Imaging System Using a Grating in the Pupil Function" LINK




Chemometrics and Machine Learning

"Monitoring the concentrations of Cd, Cu, Pb, Ni, Cr, Zn, Mn and Fe in cultivated Haplic Luvisol soils using near-infrared reflectance spectroscopy and chemometrics" LINK

"Application of Hyperspectral Technology Combined with Bat Algorithm-AdaBoost Model in Field Soil Nutrient Prediction" LINK

"Brazilian Canephora Coffee Evaluation Using Nir Spectroscopy and Discriminant Chemometric Techniques" LINK

"Rapid quantitative typing spectra model for distinguishing sweet and bitter apricot kernels" LINK

"Remote Sensing : Application of PLS-Augmented ANN Model for Retrieving Chlorophyll-a from Hyperspectral Data in Case 2 Waters of the Western Basin of Lake Erie" LINK

"Merging GIS and Machine Learning Techniques: A Paper Review" MachineLearning LINK

"CRISP-DM - Cross-Industry Standard Process for DataMining. It describes how DataAnalysts should start from business needs, mine the data, and deploy the model." | Data DataScience DataAnalysis DataAnalyst DataScientist LINK

"Survey of Machine Learning Lifecycle - Evolution of ML lifecycle from resource-constrained batch data mining to MLOps at the cloud scale." by LINK

"Interpretable and Explainable Machine Learning for Materials Science and Chemistry" MachineLearning MaterialScience Chemistry LINK

"Identification of Four Chicken Breeds by Hyperspectral Imaging Combined with Chemometrics" LINK

"Hyperspectral imaging and chemometrics assessment of intramuscular fat in pork Longissimus thoracic et lumborum primal cut" LINK

"Soil organic carbon (SOC) prediction in Australian sugarcane fields using Vis-NIR spectroscopy with different model setting approaches" LINK




Process Control and NIR Sensors

"Process Spectroscopy Market to be Worth $33.14 Billion by 2030: Grand View Research, Inc." LINK




Agriculture NIR-Spectroscopy Usage

"Quantitative inversion model of protein and fat content in milk based on hyperspectral techniques" LINK

"Influx of Near-Infrared Technology in Microplastic Community: A Bibliometric Analysis" LINK

"Remote Sensing : Mapping Seasonal Leaf Nutrients of Mangrove with Sentinel-2 Images and XGBoost Method" LINK




Food & Feed Industry NIR Usage

"Hyperspectral imaging combined with chemometrics for rapid detection of talcum powder adulterated in wheat flour" wheatflour LINK




Pharma Industry NIR Usage

"Rapid identification of polypeptide from carbapenemresistant and susceptible Escherichia coli via OrbitrapMS and pattern recognition analyses" LINK




Other

"Facile fabrication of binary BiOCl-Cu2CoSnS4 and ternary BiOCl-Cu2CoSnS4-TiO2 heterojunction nano photocatalyst for efficient sunlight-driven removal of direct ..." LINK

"Click chemically modified azobenzene derivatives and their third-order nonlinear optical properties" | LINK

"20 Antiaromatic Isophlorins without Metallation or Core Modification" LINK

"Three ytterbium (III) complexes with aromatic N‐donors: Synthesis, structure, photophysical properties and thermal stability" LINK

"Untargeted Region of Interest Selection for GC-MS Data using a Pseudo F-Ratio Moving Window" LINK

"Biosensors : Variational Mode Decomposition Weighted Multiscale Support Vector Regression for Spectral Determination of Rapeseed Oil and Rhizoma Alpiniae Offcinarum Adulterants" LINK




NIR Calibration-Model Services

Spettroscopia e Chemiometria Weekly News 37, 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)

"Geographical Discrimination of Ground Amazon Cocoa by Near-Infrared Spectroscopy: Influence of Sample Preparation" LINK

"Rapid assessment of enniatins in barley grains using near infrared spectroscopy and chemometric tools" LINK

"Sensors : Detection of Water pH Using Visible Near-Infrared Spectroscopy and One-Dimensional Convolutional Neural Network" LINK

"fNIRS-based brain state transition features to signify functional degeneration after Parkinson's disease" LINK

"Near-infrared spectroscopy of boulders with dust or patina coatings on the Moon: A two-layer radiative transfer model" LINK




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

"Discrimination of Gonipterini weevil genera using near infrared spectroscopy" LINK

"Mid-Infrared Serial Microring Resonator Array for Real-Time Detection of Vapor-Phase Volatile Organic Compounds" LINK




Raman Spectroscopy

"Labelfree SERS detection of prostate cancer combined with multivariate statistical algorithm" LINK




Hyperspectral Imaging (HSI)

"Determination of protein content in single black fly soldier (Hermetia illucens L.) larvae by near infrared hyperspectral imaging (NIR-HSI) and chemometrics" LINK

"Hyperspectral detection of walnut protein contents based on improved whale optimized algorithm" LINK

"Quantitative Inversion Model Design of Mine Water Characteristic Ions Based on Hyperspectral Technology" LINK

"Bloodstain Identification Based on Visible/Near-Infrared Hyperspectral Imaging with Convolutional Neural Network" LINK

"Uncertainty measurement-guided iterative sample selection via shallow convolutional neural network for hyperspectral image classification" LINK

"Two-dimensional granule property measurement using hyperspectral imaging in continuous pharmaceutical wet granulation" LINK

"Feasibility of identifying the authenticity of fresh and cooked mutton kebabs using visible and near-infrared hyperspectral imaging" LINK

"Nondestructive Quality Control in Powder Metallurgy using Hyperspectral Imaging" LINK

"Quality classification of kiwifruit under different storage conditions based on deep learning and hyperspectral imaging technology" LINK




Spectral Imaging

"Experimental Analysis of Tunable Optical Spectral Imaging System Using a Grating in the Pupil Function" LINK




Chemometrics and Machine Learning

"Monitoring the concentrations of Cd, Cu, Pb, Ni, Cr, Zn, Mn and Fe in cultivated Haplic Luvisol soils using near-infrared reflectance spectroscopy and chemometrics" LINK

"Application of Hyperspectral Technology Combined with Bat Algorithm-AdaBoost Model in Field Soil Nutrient Prediction" LINK

"Brazilian Canephora Coffee Evaluation Using Nir Spectroscopy and Discriminant Chemometric Techniques" LINK

"Rapid quantitative typing spectra model for distinguishing sweet and bitter apricot kernels" LINK

"Remote Sensing : Application of PLS-Augmented ANN Model for Retrieving Chlorophyll-a from Hyperspectral Data in Case 2 Waters of the Western Basin of Lake Erie" LINK

"Merging GIS and Machine Learning Techniques: A Paper Review" MachineLearning LINK

"CRISP-DM - Cross-Industry Standard Process for DataMining. It describes how DataAnalysts should start from business needs, mine the data, and deploy the model." | Data DataScience DataAnalysis DataAnalyst DataScientist LINK

"Survey of Machine Learning Lifecycle - Evolution of ML lifecycle from resource-constrained batch data mining to MLOps at the cloud scale." by LINK

"Interpretable and Explainable Machine Learning for Materials Science and Chemistry" MachineLearning MaterialScience Chemistry LINK

"Identification of Four Chicken Breeds by Hyperspectral Imaging Combined with Chemometrics" LINK

"Hyperspectral imaging and chemometrics assessment of intramuscular fat in pork Longissimus thoracic et lumborum primal cut" LINK

"Soil organic carbon (SOC) prediction in Australian sugarcane fields using Vis-NIR spectroscopy with different model setting approaches" LINK




Process Control and NIR Sensors

"Process Spectroscopy Market to be Worth $33.14 Billion by 2030: Grand View Research, Inc." LINK




Agriculture NIR-Spectroscopy Usage

"Quantitative inversion model of protein and fat content in milk based on hyperspectral techniques" LINK

"Influx of Near-Infrared Technology in Microplastic Community: A Bibliometric Analysis" LINK

"Remote Sensing : Mapping Seasonal Leaf Nutrients of Mangrove with Sentinel-2 Images and XGBoost Method" LINK




Food & Feed Industry NIR Usage

"Hyperspectral imaging combined with chemometrics for rapid detection of talcum powder adulterated in wheat flour" wheatflour LINK




Pharma Industry NIR Usage

"Rapid identification of polypeptide from carbapenemresistant and susceptible Escherichia coli via OrbitrapMS and pattern recognition analyses" LINK




Other

"Facile fabrication of binary BiOCl-Cu2CoSnS4 and ternary BiOCl-Cu2CoSnS4-TiO2 heterojunction nano photocatalyst for efficient sunlight-driven removal of direct ..." LINK

"Click chemically modified azobenzene derivatives and their third-order nonlinear optical properties" | LINK

"20 Antiaromatic Isophlorins without Metallation or Core Modification" LINK

"Three ytterbium (III) complexes with aromatic N‐donors: Synthesis, structure, photophysical properties and thermal stability" LINK

"Untargeted Region of Interest Selection for GC-MS Data using a Pseudo F-Ratio Moving Window" LINK

"Biosensors : Variational Mode Decomposition Weighted Multiscale Support Vector Regression for Spectral Determination of Rapeseed Oil and Rhizoma Alpiniae Offcinarum Adulterants" LINK




Spectroscopy and Chemometrics/Machine-Learning News Weekly #28, 2022Spektroskopie und Chemometrie/Machine-Learning News Wöchentlich #28, 2022Spettroscopia e Chemiometria/Machine-Learning Weekly News #28, 2022

NIR Calibration-Model Services

Portable Near-Infrared Spectroscopy LINK

Efficient development of new quantitative prediction equations for multivariate data like NIR spectra | spectral LINK

Spectroscopy and Chemometrics News Weekly 27, 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 27, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 27, 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)

" NNB Monitoring and prediction of sensory shelf-life in strawberry with ultraviolet-visible-near-infrared (UV-VIS-NIR) spectroscopy" LINK

"Near Infrared Spectrograph (NIRSpec)" NASAWebb LINK

"Agronomic characterization of anaerobic digestates with near-infrared spectroscopy" LINK

"Near InfraredTriggered Theranostic Nanoplatform with Controlled Release of HSP90 Inhibitor for Synergistic Mild Photothermal and Enhanced Nanocatalytic Therapy with Hypoxia Relief" LINK

"Research on Online Rapid Sorting Method of Waste Textiles Based on Near-Infrared Spectroscopy and Generative Adversity Network" | LINK

"Agriculture : A First Attempt to Combine NIRS and Plenoptic Cameras for the Assessment of Grasslands Functional Diversity and Species Composition" LINK

"Foods : Classification of Tea Quality Levels Using Near-Infrared Spectroscopy Based on CLPSO-SVM" LINK

"Near-infrared spectroscopy combined with pattern recognition algorithms to quickly classify raisins" | LINK

"Assessment by Multi‐Distance Hyperspectral NIRS of Changes in the Oxidation State of Cytochrome C Oxidase (oxCCO) to Carotid Artery Compressions" LINK

"Imaging near-infrared luminescent nanoformulations to guide drug delivery and photoinduced therapy" LINK

"Positive Association between NIRS‐derived measures of Microvascular Reactivity and Mitochondrial Capacity in the Quadriceps and Hamstrings" LINK

"Is intraoperative near infrared spectroscopy a reliable monitoring method in preventing neurocognitive dysfunction in cardiac surgery?" LINK

"Fusion models for detection of soluble solids content in mandarin by Vis/NIR transmission spectroscopy combined external factors" LINK

"Enhanced near-infrared reflectance and functional characteristics of nano metal oxide embedded alkyd coatings" LINK

"Webb spectrum showcases galaxy’s composition" NIRSpec NearInfrared Spectrograph chemical composition Webbtelescope WebbSpaceTelescope webbfirstimages LINK

"Field-scale spatial correlation between soil and Vis-NIR spectra in the Cerrado biome of Central Brazil" LINK

"Metaheuristic algorithms in visible and near infrared spectra to detect excess nitrogen content in tomato plants" LINK

"Aquaphotomics for monitoring of groundwater using short-wavelength near-infrared spectroscopy" LINK

"Classifying waste wood from Amazonian species by near-infrared spectroscopy (NIRS) to improve charcoal production" LINK

"Rapid Determination of Urea Formaldehyde Resin Content in Wood Fiber Mat Using Near-infrared Spectroscopy" LINK

"... on early identification of freshness decay of fresh‐cut kiwifruit during cold chain storage by Fourier transform‐near infrared spectroscopy combined with chemometrics" LINK

"NIR spectroscopy for rapid measurement of moisture and cannabinoid contents of industrial hemp (Cannabis sativa)" LINK

"A feasibility study on nondestructive classification of frozen Atlantic salmon (Salmo salar) fillets based on temperature history at the logistics using NIR spectroscopy" LINK

"A review on hybrid strategy-based wavelength selection methods in analysis of near-infrared spectral data" LINK

"Deep Learning-Based Multilevel Classification of Alzheimer's Disease Using Non-invasive Functional Near-Infrared Spectroscopy" LINK

"Non-Invasive Detection of Anti-Inflammatory Bioactivity and Key Chemical Indicators of the Commercial Lanqin Oral Solution by Near Infrared Spectroscopy" | LINK




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

" The Importance of Wavelength Selection in On-Scene Identification of Drugs of Abuse with Portable Near-Infrared Spectroscopy" LINK

"Tunable Infrared Sensing Properties of MXenes Enabled by Intercalants" LINK

"Longwave Infrared Hyperspectral Emissivity Retrieval with Robustness to Spectral Uncertainty" LINK

"Rapid identification of the geographic origin of Taiping Houkui green tea using nearinfrared spectroscopy combined with a variable selection method" LINK




Raman Spectroscopy

"Highly Scalable, Wearable Surface-Enhanced Raman Spectroscopy" LINK




Hyperspectral Imaging (HSI)

"A New Method for Calculating Water Quality Parameters by Integrating Space-Ground Hyperspectral Data and Spectral-In situ Assay Data" LINK

"Research on hyperspectral band selection method for visual interpretation" LINK

"Classification of chemical species for nuclear reactor inspections using SWIR hyperspectral imaging" LINK




Chemometrics and Machine Learning

"Experimentation on Spectra Data Regression Using Dense Multilayer Neural Networks with Common Pre-processing" | LINK

"Top-down sensory prediction in the infant brain at 6 months is correlated with language development at 12 and 18 months" LINK

"Aerobic Fitness as a Predictor of Conduit, Resistance and, Microvascular Arterial Function" LINK

"In silico NIR spectroscopy-a review. Molecular fingerprint, interpretation of calibration models, understanding of matrix effects and instrumental difference" LINK

"Linear Calibration Methods" | LINK

"Performance evaluation of variable selection methods coupled with partial least squares regression to determine the target component in solid samples" LINK

"Multivariate methods with feature wavebands selection and stratified calibration for soil organic carbon content prediction by VIS‐NIR Spectroscopy" LINK




Optics for Spectroscopy

"Fibers : The Mechanical Response of Epoxy-Sisal Composites Considering Fiber Anisotropy: A Computational and Experimental Study" LINK




Facts

"Precision Farming Using Image Processing and Machine Learning" LINK

"Do Racial Differences Exist in Mechanoreflex Sensitivity in Young Healthy Males?" LINK


Research on Spectroscopy

illicitdrug analysis cocaine MDMA Ketamine methamphetamine amphetamine GHB LINK

"Coatings : Stability of Polyethylene Glycol-Coated Copper Nanoparticles and Their Optical Properties" LINK

"Selection of the Effective Characteristic Spectra Based on the Chemical Structure and Its Application in Rapid Analysis of Ethanol Content in Gasoline" LINK

"Evaluation of Blend Uniformity and Terminal Point during Continuous Mixing in Water for Modified Double-Base Propellant Components Using a Near-Infrared Method" LINK




Equipment for Spectroscopy

"A feasibility study on the use of a pocket-sized NIR spectrometer and multivariate algorithm to distinguish expired drugs from unexpired ones" LINK




Environment NIR-Spectroscopy Application

"Can in situ spectral measurements under disturbance-reduced environmental conditions help improve soil organic carbon estimation?" LINK




Agriculture NIR-Spectroscopy Usage

"Remote Sensing : Cropping Patterns of Annual Crops: A Remote Sensing Review" LINK

"Analysis of Protein Denaturation, and Chemical Visualization, of Frozen Grass Carp Surimi Containing Soluble Soybean Polysaccharides" LINK

"Can soil spectroscopy contribute to soil organic carbon monitoring on agricultural soils?" LINK




Horticulture NIR-Spectroscopy Applications

"Spectrum classification of citrus tissues infected by fungi and multispectral image identification of early rotten oranges" LINK




Forestry and Wood Industry NIR Usage

"Collecting Wood Core Samples from Macassar Ebony (Diospyros celebica Bakh.) for Multi-Purpose Analysis using Pickering Punch" LINK




Food & Feed Industry NIR Usage

"Fluoride effect indicators in Phaseolus vulgaris seeds and seedlings" | LINK

"Applications of the Remote Sensing Technology to Detect and Monitor the Rust Disease in the Wheat-a Literature Review" LINK

"Applied Sciences : Meat 4.0: Principles and Applications of Industry 4.0 Technologies in the Meat Industry" LINK




Laboratory and NIR-Spectroscopy

"Optical properties of 'Gala'(Malus pumila) apple pulp and their relationship with internal quality" LINK




Other

"Photochromism of Coordination Compounds" LINK

"Structural and Optical Characterization of Mechanochemically Synthesized CuSbS2 Compounds" LINK

"การ ตรวจ สอบ โรค แอ น แทรก โน ส ใน มะม่วง พันธุ์ น้ำดอกไม้ สี ทอง ด้วย เนีย ร์ อินฟราเรด สเปก โทร ส โก ปี" LINK

"Growth and characterization of nonlinear optical crystal glycine sodium nitrate and its biological activity" | LINK





.

NIR Calibration-Model Services

Portable Near-Infrared Spectroscopy LINK

Efficient development of new quantitative prediction equations for multivariate data like NIR spectra | spectral LINK

Spectroscopy and Chemometrics News Weekly 27, 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 27, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 27, 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)

" NNB Monitoring and prediction of sensory shelf-life in strawberry with ultraviolet-visible-near-infrared (UV-VIS-NIR) spectroscopy" LINK

"Near Infrared Spectrograph (NIRSpec)" NASAWebb LINK

"Agronomic characterization of anaerobic digestates with near-infrared spectroscopy" LINK

"Near InfraredTriggered Theranostic Nanoplatform with Controlled Release of HSP90 Inhibitor for Synergistic Mild Photothermal and Enhanced Nanocatalytic Therapy with Hypoxia Relief" LINK

"Research on Online Rapid Sorting Method of Waste Textiles Based on Near-Infrared Spectroscopy and Generative Adversity Network" | LINK

"Agriculture : A First Attempt to Combine NIRS and Plenoptic Cameras for the Assessment of Grasslands Functional Diversity and Species Composition" LINK

"Foods : Classification of Tea Quality Levels Using Near-Infrared Spectroscopy Based on CLPSO-SVM" LINK

"Near-infrared spectroscopy combined with pattern recognition algorithms to quickly classify raisins" | LINK

"Assessment by Multi‐Distance Hyperspectral NIRS of Changes in the Oxidation State of Cytochrome C Oxidase (oxCCO) to Carotid Artery Compressions" LINK

"Imaging near-infrared luminescent nanoformulations to guide drug delivery and photoinduced therapy" LINK

"Positive Association between NIRS‐derived measures of Microvascular Reactivity and Mitochondrial Capacity in the Quadriceps and Hamstrings" LINK

"Is intraoperative near infrared spectroscopy a reliable monitoring method in preventing neurocognitive dysfunction in cardiac surgery?" LINK

"Fusion models for detection of soluble solids content in mandarin by Vis/NIR transmission spectroscopy combined external factors" LINK

"Enhanced near-infrared reflectance and functional characteristics of nano metal oxide embedded alkyd coatings" LINK

"Webb spectrum showcases galaxy’s composition" NIRSpec NearInfrared Spectrograph chemical composition Webbtelescope WebbSpaceTelescope webbfirstimages LINK

"Field-scale spatial correlation between soil and Vis-NIR spectra in the Cerrado biome of Central Brazil" LINK

"Metaheuristic algorithms in visible and near infrared spectra to detect excess nitrogen content in tomato plants" LINK

"Aquaphotomics for monitoring of groundwater using short-wavelength near-infrared spectroscopy" LINK

"Classifying waste wood from Amazonian species by near-infrared spectroscopy (NIRS) to improve charcoal production" LINK

"Rapid Determination of Urea Formaldehyde Resin Content in Wood Fiber Mat Using Near-infrared Spectroscopy" LINK

"... on early identification of freshness decay of fresh‐cut kiwifruit during cold chain storage by Fourier transform‐near infrared spectroscopy combined with chemometrics" LINK

"NIR spectroscopy for rapid measurement of moisture and cannabinoid contents of industrial hemp (Cannabis sativa)" LINK

"A feasibility study on nondestructive classification of frozen Atlantic salmon (Salmo salar) fillets based on temperature history at the logistics using NIR spectroscopy" LINK

"A review on hybrid strategy-based wavelength selection methods in analysis of near-infrared spectral data" LINK

"Deep Learning-Based Multilevel Classification of Alzheimer's Disease Using Non-invasive Functional Near-Infrared Spectroscopy" LINK

"Non-Invasive Detection of Anti-Inflammatory Bioactivity and Key Chemical Indicators of the Commercial Lanqin Oral Solution by Near Infrared Spectroscopy" | LINK




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

" The Importance of Wavelength Selection in On-Scene Identification of Drugs of Abuse with Portable Near-Infrared Spectroscopy" LINK

"Tunable Infrared Sensing Properties of MXenes Enabled by Intercalants" LINK

"Longwave Infrared Hyperspectral Emissivity Retrieval with Robustness to Spectral Uncertainty" LINK

"Rapid identification of the geographic origin of Taiping Houkui green tea using nearinfrared spectroscopy combined with a variable selection method" LINK




Raman Spectroscopy

"Highly Scalable, Wearable Surface-Enhanced Raman Spectroscopy" LINK




Hyperspectral Imaging (HSI)

"A New Method for Calculating Water Quality Parameters by Integrating Space-Ground Hyperspectral Data and Spectral-In situ Assay Data" LINK

"Research on hyperspectral band selection method for visual interpretation" LINK

"Classification of chemical species for nuclear reactor inspections using SWIR hyperspectral imaging" LINK




Chemometrics and Machine Learning

"Experimentation on Spectra Data Regression Using Dense Multilayer Neural Networks with Common Pre-processing" | LINK

"Top-down sensory prediction in the infant brain at 6 months is correlated with language development at 12 and 18 months" LINK

"Aerobic Fitness as a Predictor of Conduit, Resistance and, Microvascular Arterial Function" LINK

"In silico NIR spectroscopy-a review. Molecular fingerprint, interpretation of calibration models, understanding of matrix effects and instrumental difference" LINK

"Linear Calibration Methods" | LINK

"Performance evaluation of variable selection methods coupled with partial least squares regression to determine the target component in solid samples" LINK

"Multivariate methods with feature wavebands selection and stratified calibration for soil organic carbon content prediction by VIS‐NIR Spectroscopy" LINK




Optics for Spectroscopy

"Fibers : The Mechanical Response of Epoxy-Sisal Composites Considering Fiber Anisotropy: A Computational and Experimental Study" LINK




Facts

"Precision Farming Using Image Processing and Machine Learning" LINK

"Do Racial Differences Exist in Mechanoreflex Sensitivity in Young Healthy Males?" LINK


Research on Spectroscopy

illicitdrug analysis cocaine MDMA Ketamine methamphetamine amphetamine GHB LINK

"Coatings : Stability of Polyethylene Glycol-Coated Copper Nanoparticles and Their Optical Properties" LINK

"Selection of the Effective Characteristic Spectra Based on the Chemical Structure and Its Application in Rapid Analysis of Ethanol Content in Gasoline" LINK

"Evaluation of Blend Uniformity and Terminal Point during Continuous Mixing in Water for Modified Double-Base Propellant Components Using a Near-Infrared Method" LINK




Equipment for Spectroscopy

"A feasibility study on the use of a pocket-sized NIR spectrometer and multivariate algorithm to distinguish expired drugs from unexpired ones" LINK




Environment NIR-Spectroscopy Application

"Can in situ spectral measurements under disturbance-reduced environmental conditions help improve soil organic carbon estimation?" LINK




Agriculture NIR-Spectroscopy Usage

"Remote Sensing : Cropping Patterns of Annual Crops: A Remote Sensing Review" LINK

"Analysis of Protein Denaturation, and Chemical Visualization, of Frozen Grass Carp Surimi Containing Soluble Soybean Polysaccharides" LINK

"Can soil spectroscopy contribute to soil organic carbon monitoring on agricultural soils?" LINK




Horticulture NIR-Spectroscopy Applications

"Spectrum classification of citrus tissues infected by fungi and multispectral image identification of early rotten oranges" LINK




Forestry and Wood Industry NIR Usage

"Collecting Wood Core Samples from Macassar Ebony (Diospyros celebica Bakh.) for Multi-Purpose Analysis using Pickering Punch" LINK




Food & Feed Industry NIR Usage

"Fluoride effect indicators in Phaseolus vulgaris seeds and seedlings" | LINK

"Applications of the Remote Sensing Technology to Detect and Monitor the Rust Disease in the Wheat-a Literature Review" LINK

"Applied Sciences : Meat 4.0: Principles and Applications of Industry 4.0 Technologies in the Meat Industry" LINK




Laboratory and NIR-Spectroscopy

"Optical properties of 'Gala'(Malus pumila) apple pulp and their relationship with internal quality" LINK




Other

"Photochromism of Coordination Compounds" LINK

"Structural and Optical Characterization of Mechanochemically Synthesized CuSbS2 Compounds" LINK

"การ ตรวจ สอบ โรค แอ น แทรก โน ส ใน มะม่วง พันธุ์ น้ำดอกไม้ สี ทอง ด้วย เนีย ร์ อินฟราเรด สเปก โทร ส โก ปี" LINK

"Growth and characterization of nonlinear optical crystal glycine sodium nitrate and its biological activity" | LINK





.

NIR Calibration-Model Services

Portable Near-Infrared Spectroscopy LINK

Efficient development of new quantitative prediction equations for multivariate data like NIR spectra | spectral LINK

Spectroscopy and Chemometrics News Weekly 27, 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 27, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 27, 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)

" NNB Monitoring and prediction of sensory shelf-life in strawberry with ultraviolet-visible-near-infrared (UV-VIS-NIR) spectroscopy" LINK

"Near Infrared Spectrograph (NIRSpec)" NASAWebb LINK

"Agronomic characterization of anaerobic digestates with near-infrared spectroscopy" LINK

"Near InfraredTriggered Theranostic Nanoplatform with Controlled Release of HSP90 Inhibitor for Synergistic Mild Photothermal and Enhanced Nanocatalytic Therapy with Hypoxia Relief" LINK

"Research on Online Rapid Sorting Method of Waste Textiles Based on Near-Infrared Spectroscopy and Generative Adversity Network" | LINK

"Agriculture : A First Attempt to Combine NIRS and Plenoptic Cameras for the Assessment of Grasslands Functional Diversity and Species Composition" LINK

"Foods : Classification of Tea Quality Levels Using Near-Infrared Spectroscopy Based on CLPSO-SVM" LINK

"Near-infrared spectroscopy combined with pattern recognition algorithms to quickly classify raisins" | LINK

"Assessment by Multi‐Distance Hyperspectral NIRS of Changes in the Oxidation State of Cytochrome C Oxidase (oxCCO) to Carotid Artery Compressions" LINK

"Imaging near-infrared luminescent nanoformulations to guide drug delivery and photoinduced therapy" LINK

"Positive Association between NIRS‐derived measures of Microvascular Reactivity and Mitochondrial Capacity in the Quadriceps and Hamstrings" LINK

"Is intraoperative near infrared spectroscopy a reliable monitoring method in preventing neurocognitive dysfunction in cardiac surgery?" LINK

"Fusion models for detection of soluble solids content in mandarin by Vis/NIR transmission spectroscopy combined external factors" LINK

"Enhanced near-infrared reflectance and functional characteristics of nano metal oxide embedded alkyd coatings" LINK

"Webb spectrum showcases galaxy’s composition" NIRSpec NearInfrared Spectrograph chemical composition Webbtelescope WebbSpaceTelescope webbfirstimages LINK

"Field-scale spatial correlation between soil and Vis-NIR spectra in the Cerrado biome of Central Brazil" LINK

"Metaheuristic algorithms in visible and near infrared spectra to detect excess nitrogen content in tomato plants" LINK

"Aquaphotomics for monitoring of groundwater using short-wavelength near-infrared spectroscopy" LINK

"Classifying waste wood from Amazonian species by near-infrared spectroscopy (NIRS) to improve charcoal production" LINK

"Rapid Determination of Urea Formaldehyde Resin Content in Wood Fiber Mat Using Near-infrared Spectroscopy" LINK

"... on early identification of freshness decay of fresh‐cut kiwifruit during cold chain storage by Fourier transform‐near infrared spectroscopy combined with chemometrics" LINK

"NIR spectroscopy for rapid measurement of moisture and cannabinoid contents of industrial hemp (Cannabis sativa)" LINK

"A feasibility study on nondestructive classification of frozen Atlantic salmon (Salmo salar) fillets based on temperature history at the logistics using NIR spectroscopy" LINK

"A review on hybrid strategy-based wavelength selection methods in analysis of near-infrared spectral data" LINK

"Deep Learning-Based Multilevel Classification of Alzheimer's Disease Using Non-invasive Functional Near-Infrared Spectroscopy" LINK

"Non-Invasive Detection of Anti-Inflammatory Bioactivity and Key Chemical Indicators of the Commercial Lanqin Oral Solution by Near Infrared Spectroscopy" | LINK




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

" The Importance of Wavelength Selection in On-Scene Identification of Drugs of Abuse with Portable Near-Infrared Spectroscopy" LINK

"Tunable Infrared Sensing Properties of MXenes Enabled by Intercalants" LINK

"Longwave Infrared Hyperspectral Emissivity Retrieval with Robustness to Spectral Uncertainty" LINK

"Rapid identification of the geographic origin of Taiping Houkui green tea using nearinfrared spectroscopy combined with a variable selection method" LINK




Raman Spectroscopy

"Highly Scalable, Wearable Surface-Enhanced Raman Spectroscopy" LINK




Hyperspectral Imaging (HSI)

"A New Method for Calculating Water Quality Parameters by Integrating Space-Ground Hyperspectral Data and Spectral-In situ Assay Data" LINK

"Research on hyperspectral band selection method for visual interpretation" LINK

"Classification of chemical species for nuclear reactor inspections using SWIR hyperspectral imaging" LINK




Chemometrics and Machine Learning

"Experimentation on Spectra Data Regression Using Dense Multilayer Neural Networks with Common Pre-processing" | LINK

"Top-down sensory prediction in the infant brain at 6 months is correlated with language development at 12 and 18 months" LINK

"Aerobic Fitness as a Predictor of Conduit, Resistance and, Microvascular Arterial Function" LINK

"In silico NIR spectroscopy-a review. Molecular fingerprint, interpretation of calibration models, understanding of matrix effects and instrumental difference" LINK

"Linear Calibration Methods" | LINK

"Performance evaluation of variable selection methods coupled with partial least squares regression to determine the target component in solid samples" LINK

"Multivariate methods with feature wavebands selection and stratified calibration for soil organic carbon content prediction by VIS‐NIR Spectroscopy" LINK




Optics for Spectroscopy

"Fibers : The Mechanical Response of Epoxy-Sisal Composites Considering Fiber Anisotropy: A Computational and Experimental Study" LINK




Facts

"Precision Farming Using Image Processing and Machine Learning" LINK

"Do Racial Differences Exist in Mechanoreflex Sensitivity in Young Healthy Males?" LINK


Research on Spectroscopy

illicitdrug analysis cocaine MDMA Ketamine methamphetamine amphetamine GHB LINK

"Coatings : Stability of Polyethylene Glycol-Coated Copper Nanoparticles and Their Optical Properties" LINK

"Selection of the Effective Characteristic Spectra Based on the Chemical Structure and Its Application in Rapid Analysis of Ethanol Content in Gasoline" LINK

"Evaluation of Blend Uniformity and Terminal Point during Continuous Mixing in Water for Modified Double-Base Propellant Components Using a Near-Infrared Method" LINK




Equipment for Spectroscopy

"A feasibility study on the use of a pocket-sized NIR spectrometer and multivariate algorithm to distinguish expired drugs from unexpired ones" LINK




Environment NIR-Spectroscopy Application

"Can in situ spectral measurements under disturbance-reduced environmental conditions help improve soil organic carbon estimation?" LINK




Agriculture NIR-Spectroscopy Usage

"Remote Sensing : Cropping Patterns of Annual Crops: A Remote Sensing Review" LINK

"Analysis of Protein Denaturation, and Chemical Visualization, of Frozen Grass Carp Surimi Containing Soluble Soybean Polysaccharides" LINK

"Can soil spectroscopy contribute to soil organic carbon monitoring on agricultural soils?" LINK




Horticulture NIR-Spectroscopy Applications

"Spectrum classification of citrus tissues infected by fungi and multispectral image identification of early rotten oranges" LINK




Forestry and Wood Industry NIR Usage

"Collecting Wood Core Samples from Macassar Ebony (Diospyros celebica Bakh.) for Multi-Purpose Analysis using Pickering Punch" LINK




Food & Feed Industry NIR Usage

"Fluoride effect indicators in Phaseolus vulgaris seeds and seedlings" | LINK

"Applications of the Remote Sensing Technology to Detect and Monitor the Rust Disease in the Wheat-a Literature Review" LINK

"Applied Sciences : Meat 4.0: Principles and Applications of Industry 4.0 Technologies in the Meat Industry" LINK




Laboratory and NIR-Spectroscopy

"Optical properties of 'Gala'(Malus pumila) apple pulp and their relationship with internal quality" LINK




Other

"Photochromism of Coordination Compounds" LINK

"Structural and Optical Characterization of Mechanochemically Synthesized CuSbS2 Compounds" LINK

"การ ตรวจ สอบ โรค แอ น แทรก โน ส ใน มะม่วง พันธุ์ น้ำดอกไม้ สี ทอง ด้วย เนีย ร์ อินฟราเรด สเปก โทร ส โก ปี" LINK

"Growth and characterization of nonlinear optical crystal glycine sodium nitrate and its biological activity" | LINK





.

Spectroscopy and Chemometrics/Machine-Learning News Weekly #5, 2022Spektroskopie und Chemometrie/Machine-Learning News Wöchentlich #5, 2022Spettroscopia e Chemiometria/Machine-Learning Weekly News #5, 2022

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 4, 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 4, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 4, 2022 | 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)

"Use of Near-Infrared Spectroscopy combined with chemometrics for authentication and traceability of intact lemon fruits" LINK

"Application of NIR Spectroscopy and Multivariate Analysis for Non-destructive Evaluation of Apple Moisture Content during Ultrasonic Drying" LINK

"FT-NIR spectroscopy analysis for monitoring the microbial production of 2-phenylethanol using crude glycerol as carbon source" LINK

"Animals : Assessment of the Effectiveness of a Portable NIRS Instrument in Controlling the Mixer Wagon Tuning and Ration Management" LINK

"Scarcity Mindset Neuro Network Decoding With Reward: A Tree-Based Model and Functional Near-Infrared Spectroscopy Study" LINK

"Effectiveness of near-infrared spectroscopy as a non-invasive tool to discriminate spectral profiles of in vitro cultured oocytes from goats" LINK

"In-vivo quantification of lactate using Near Infrared reflectance spectroscopy" LINK

"Brain and renal oxygenation measured by NIRS related to patent ductus arteriosus in preterm infants: a prospective observational study" | LINK

"Rapid Quantitative Determination of Chemical Oxygen Demand in Different Water Systems Based on Near-Infrared Spectroscopy Combined with Binary Grey Wolf ..." LINK

"Classification of fNIRS data with LDA and SVM: a proof-of-concept for application in infant studies" LINK

"Chemosensors : Detection of Monilia Contamination in Plum and Plum Juice with NIR Spectroscopy and Electronic Tongue" LINK




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

"Radiometric calibration accuracy and stability of GOES-16 ABI Infrared radiance" | LINK

"Monte Carlo Characterization of Short-Wave Infrared Optical Wavelengths for Biosensing Applications" LINK




Hyperspectral Imaging (HSI)

"Agriculture : Identification of Geographical Origin of Chinese Chestnuts Using Hyperspectral Imaging with 1D-CNN Algorithm" LINK

"Agronomy : Non-invasive Monitoring of Berry Ripening Using On-the-Go Hyperspectral Imaging in the Vineyard" LINK

"Prediction of Aqueous Glucose Concentration Using Hyperspectral Imaging" LINK




Spectral Imaging

"Agriculture : A Handheld Grassland Vegetation Monitoring System Based on Multispectral Imaging" LINK




Chemometrics and Machine Learning

"Multivariate analysis of food fraud: A review of NIR based instruments in tandem with chemometrics" LINK

"Recent Chemometric Opportunities in Criminalistics" LINK

"Non-Invasive Methods for Predicting the Quality of Processed Horticultural Food Products, with Emphasis on Dried Powders, Juices and Oils: A Review" LINK

"Hyperspectral inversion of nitrogen content in phyllostachys pubescens based on partial least squares regression model" LINK

"Applied Sciences : Identification of a Suitable Machine Learning Model for Detection of Asymptomatic Ganoderma boninense Infection in Oil Palm Seedlings Using Hyperspectral Data" LINK




Research on Spectroscopy

"A variable selection method based on mutual information and variance inflation factor" LINK




Environment NIR-Spectroscopy Application

"Remote Sensing : Reducing Scaling Effect on Downscaled Land Surface Temperature Maps in Heterogenous Urban Environments" LINK




Agriculture NIR-Spectroscopy Usage

"Biogenic and physicogenic aggregates: formation pathways, assessment techniques, and influence on soil properties" LINK

"Research on the transmission performance of multi-layer simulated mural surface by imaging spectrum" LINK

"Estimation of genetic parameters for carcass grading traits, image analysis traits, and monounsaturated fatty acids in Japanese Black cattle from Hyogo Prefecture" LINK




Pharma Industry NIR Usage

"CONDITION OF RENAL OXYGENATION IN PRETERM INFANTS WITH HEMODINAMICALLY SIGNIFICANT PATENT DUCTUS ARTERIOSUS" LINK

"Extent of lipid core plaque in patients with Achilles tendon xanthoma undergoing percutaneous coronary intervention for coronary artery disease" LINK




Other

"Textural and compositional effects of ilmenite on the spectra of high-titanium lunar basalts" LINK





.

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 4, 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 4, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 4, 2022 | 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)

"Use of Near-Infrared Spectroscopy combined with chemometrics for authentication and traceability of intact lemon fruits" LINK

"Application of NIR Spectroscopy and Multivariate Analysis for Non-destructive Evaluation of Apple Moisture Content during Ultrasonic Drying" LINK

"FT-NIR spectroscopy analysis for monitoring the microbial production of 2-phenylethanol using crude glycerol as carbon source" LINK

"Animals : Assessment of the Effectiveness of a Portable NIRS Instrument in Controlling the Mixer Wagon Tuning and Ration Management" LINK

"Scarcity Mindset Neuro Network Decoding With Reward: A Tree-Based Model and Functional Near-Infrared Spectroscopy Study" LINK

"Effectiveness of near-infrared spectroscopy as a non-invasive tool to discriminate spectral profiles of in vitro cultured oocytes from goats" LINK

"In-vivo quantification of lactate using Near Infrared reflectance spectroscopy" LINK

"Brain and renal oxygenation measured by NIRS related to patent ductus arteriosus in preterm infants: a prospective observational study" | LINK

"Rapid Quantitative Determination of Chemical Oxygen Demand in Different Water Systems Based on Near-Infrared Spectroscopy Combined with Binary Grey Wolf ..." LINK

"Classification of fNIRS data with LDA and SVM: a proof-of-concept for application in infant studies" LINK

"Chemosensors : Detection of Monilia Contamination in Plum and Plum Juice with NIR Spectroscopy and Electronic Tongue" LINK




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

"Radiometric calibration accuracy and stability of GOES-16 ABI Infrared radiance" | LINK

"Monte Carlo Characterization of Short-Wave Infrared Optical Wavelengths for Biosensing Applications" LINK




Hyperspectral Imaging (HSI)

"Agriculture : Identification of Geographical Origin of Chinese Chestnuts Using Hyperspectral Imaging with 1D-CNN Algorithm" LINK

"Agronomy : Non-invasive Monitoring of Berry Ripening Using On-the-Go Hyperspectral Imaging in the Vineyard" LINK

"Prediction of Aqueous Glucose Concentration Using Hyperspectral Imaging" LINK




Spectral Imaging

"Agriculture : A Handheld Grassland Vegetation Monitoring System Based on Multispectral Imaging" LINK




Chemometrics and Machine Learning

"Multivariate analysis of food fraud: A review of NIR based instruments in tandem with chemometrics" LINK

"Recent Chemometric Opportunities in Criminalistics" LINK

"Non-Invasive Methods for Predicting the Quality of Processed Horticultural Food Products, with Emphasis on Dried Powders, Juices and Oils: A Review" LINK

"Hyperspectral inversion of nitrogen content in phyllostachys pubescens based on partial least squares regression model" LINK

"Applied Sciences : Identification of a Suitable Machine Learning Model for Detection of Asymptomatic Ganoderma boninense Infection in Oil Palm Seedlings Using Hyperspectral Data" LINK




Research on Spectroscopy

"A variable selection method based on mutual information and variance inflation factor" LINK




Environment NIR-Spectroscopy Application

"Remote Sensing : Reducing Scaling Effect on Downscaled Land Surface Temperature Maps in Heterogenous Urban Environments" LINK




Agriculture NIR-Spectroscopy Usage

"Biogenic and physicogenic aggregates: formation pathways, assessment techniques, and influence on soil properties" LINK

"Research on the transmission performance of multi-layer simulated mural surface by imaging spectrum" LINK

"Estimation of genetic parameters for carcass grading traits, image analysis traits, and monounsaturated fatty acids in Japanese Black cattle from Hyogo Prefecture" LINK




Pharma Industry NIR Usage

"CONDITION OF RENAL OXYGENATION IN PRETERM INFANTS WITH HEMODINAMICALLY SIGNIFICANT PATENT DUCTUS ARTERIOSUS" LINK

"Extent of lipid core plaque in patients with Achilles tendon xanthoma undergoing percutaneous coronary intervention for coronary artery disease" LINK




Other

"Textural and compositional effects of ilmenite on the spectra of high-titanium lunar basalts" LINK





.

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 4, 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 4, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 4, 2022 | 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)

"Use of Near-Infrared Spectroscopy combined with chemometrics for authentication and traceability of intact lemon fruits" LINK

"Application of NIR Spectroscopy and Multivariate Analysis for Non-destructive Evaluation of Apple Moisture Content during Ultrasonic Drying" LINK

"FT-NIR spectroscopy analysis for monitoring the microbial production of 2-phenylethanol using crude glycerol as carbon source" LINK

"Animals : Assessment of the Effectiveness of a Portable NIRS Instrument in Controlling the Mixer Wagon Tuning and Ration Management" LINK

"Scarcity Mindset Neuro Network Decoding With Reward: A Tree-Based Model and Functional Near-Infrared Spectroscopy Study" LINK

"Effectiveness of near-infrared spectroscopy as a non-invasive tool to discriminate spectral profiles of in vitro cultured oocytes from goats" LINK

"In-vivo quantification of lactate using Near Infrared reflectance spectroscopy" LINK

"Brain and renal oxygenation measured by NIRS related to patent ductus arteriosus in preterm infants: a prospective observational study" | LINK

"Rapid Quantitative Determination of Chemical Oxygen Demand in Different Water Systems Based on Near-Infrared Spectroscopy Combined with Binary Grey Wolf ..." LINK

"Classification of fNIRS data with LDA and SVM: a proof-of-concept for application in infant studies" LINK

"Chemosensors : Detection of Monilia Contamination in Plum and Plum Juice with NIR Spectroscopy and Electronic Tongue" LINK




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

"Radiometric calibration accuracy and stability of GOES-16 ABI Infrared radiance" | LINK

"Monte Carlo Characterization of Short-Wave Infrared Optical Wavelengths for Biosensing Applications" LINK




Hyperspectral Imaging (HSI)

"Agriculture : Identification of Geographical Origin of Chinese Chestnuts Using Hyperspectral Imaging with 1D-CNN Algorithm" LINK

"Agronomy : Non-invasive Monitoring of Berry Ripening Using On-the-Go Hyperspectral Imaging in the Vineyard" LINK

"Prediction of Aqueous Glucose Concentration Using Hyperspectral Imaging" LINK




Spectral Imaging

"Agriculture : A Handheld Grassland Vegetation Monitoring System Based on Multispectral Imaging" LINK




Chemometrics and Machine Learning

"Multivariate analysis of food fraud: A review of NIR based instruments in tandem with chemometrics" LINK

"Recent Chemometric Opportunities in Criminalistics" LINK

"Non-Invasive Methods for Predicting the Quality of Processed Horticultural Food Products, with Emphasis on Dried Powders, Juices and Oils: A Review" LINK

"Hyperspectral inversion of nitrogen content in phyllostachys pubescens based on partial least squares regression model" LINK

"Applied Sciences : Identification of a Suitable Machine Learning Model for Detection of Asymptomatic Ganoderma boninense Infection in Oil Palm Seedlings Using Hyperspectral Data" LINK




Research on Spectroscopy

"A variable selection method based on mutual information and variance inflation factor" LINK




Environment NIR-Spectroscopy Application

"Remote Sensing : Reducing Scaling Effect on Downscaled Land Surface Temperature Maps in Heterogenous Urban Environments" LINK




Agriculture NIR-Spectroscopy Usage

"Biogenic and physicogenic aggregates: formation pathways, assessment techniques, and influence on soil properties" LINK

"Research on the transmission performance of multi-layer simulated mural surface by imaging spectrum" LINK

"Estimation of genetic parameters for carcass grading traits, image analysis traits, and monounsaturated fatty acids in Japanese Black cattle from Hyogo Prefecture" LINK




Pharma Industry NIR Usage

"CONDITION OF RENAL OXYGENATION IN PRETERM INFANTS WITH HEMODINAMICALLY SIGNIFICANT PATENT DUCTUS ARTERIOSUS" LINK

"Extent of lipid core plaque in patients with Achilles tendon xanthoma undergoing percutaneous coronary intervention for coronary artery disease" LINK




Other

"Textural and compositional effects of ilmenite on the spectra of high-titanium lunar basalts" LINK





.

Spectroscopy and Chemometrics/Machine-Learning News Weekly #49, 2021Spektroskopie und Chemometrie/Machine-Learning News Wöchentlich #49, 2021Spettroscopia e Chemiometria/Machine-Learning Weekly News #49, 2021

NIR Calibration-Model Services

Effective development of new quantitative prediction equations for multivariate data like NIR spectra | spectrum LINK

How to improve calibration models for NIR Instrument Devices? Wheat Food Security LINK

Spectroscopy and Chemometrics News Weekly 48, 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 48, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 48, 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)

"Insight into the stability of protein in confined environment through analyzing the structure of water by temperature-dependent near-infrared spectroscopy" LINK

"Determination of starch and amylose contents in various cereals using common model of near-infrared reflectance spectroscopy." LINK

"RESEARCH ARTICLE Near-infrared spectroscopy for the distinction of wood and charcoal from Fabaceae species: comparison of ANN, KNN AND SVM ..." LINK

"Device-Independent Discrimination of Falsified Amoxicillin Capsules Using Heterogeneous Near-Infrared Spectroscopic Devices for Training and Testing of a Support Vector Machine" LINK

"High quality VO(2) thin films synthesized from V(2)O(5) powder for sensitive near-infrared detection" | LINK

"Detection of toxic chemicals in hand sanitizers using near-infrared spectroscopy" LINK

"Identification of Baha'sib mung beans based on Fourier transform near infrared spectroscopy and partial least squares" LINK

"Remote Sensing : Identification of Amaranthus Species Using Visible-Near-Infrared (Vis-NIR) Spectroscopy and Machine Learning Methods" LINK

"Nondestructive Detection of Internal Flavor in 'Shatian'Pomelo Fruit Based on Visible/Near Infrared Spectroscopy" | LINK

"Determination of sex-enhancing drugs illegally added in health care products by TLC-NIRS combined technology" LINK

"Rapid detection of exogenous sucrose in black tea samples based on near-infrared spectroscopy" LINK

"Rapid determination of diesel fuel properties by near-infrared spectroscopy" LINK

"Biosensors : Room-Temperature Synthesis of Air-Stable Near-Infrared Emission in FAPbI3 Nanoparticles Embedded in Silica" LINK

"Potential of visible-near infrared spectroscopy for the determination of three soil aggregate stability indices" LINK

" A dataset of the chemical composition and near-infrared spectroscopy measurements of raw cattle, poultry and pig manure" LINK

"Forests : Identifying Wood Based on Near-Infrared Spectra and Four Gray-Level Co-Occurrence Matrix Texture Features" LINK

"... Selection for Referenceless Multivariate Calibration: A Case Study on Nicotine Determination in Flue-Cured Tobacco Powder by Near-Infrared (NIR) Spectroscopy" LINK

"Prediction and Utilization of Malondialdehyde in Exotic Pine Under Drought Stress Using Near-Infrared Spectroscopy" | LINK

"Quantification of irrigated lesion morphology using near-infrared spectroscopy" | LINK

"A Comparison between the Post-and Pre-dispersive Near Infrared Spectroscopy in Non-Destructive Brix Prediction Using Artificial Neural Network" LINK




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

"Efficient Broadband Near‐Infrared Emission in the GaTaO4:Cr3+ Phosphor" | LINK

"Aflatoxin contaminated cocoa beans classification using near-infrared spectroscopy" LINK

"The Effect Of Hemodynamic Parameters On Peripheral Near Infrared Spectroscopy In An Animal Model" LINK

"Iridium(III) Complexes with [2, 1, 0] Charged Ligands Realized DeepRed/NearInfrared Phosphorescent Emission" 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)

"BRCN-ERN: A Bidirectional Reconstruction Coding Network and Enhanced Residual Network for Hyperspectral Change Detection" LINK

"Rapid identification of adulterated safflower seed oil by use of hyperspectral spectroscopy" LINK

"Remote Sensing : Monitoring the Severity of Pantana phyllostachysae Chao on Bamboo Using Leaf Hyperspectral Data" LINK

"Rapid identification of the green tea geographical origin and processing month based on near-infrared hyperspectral imaging combined with chemometrics" LINK

"Chemometric strategies for near infrared hyperspectral imaging analysis: classification of cotton seed genotypes" LINK

"Applied Sciences : Determination of Sugar, pH, and Anthocyanin Contents in Port Wine Grape Berries through Hyperspectral Imaging: An Extensive Comparison of Linear and Non-Linear Predictive Methods" LINK

"... Area Index, Chlorophyll Content and Fraction of Vegetation Cover Using an Empirical-Statistical Approach from Chris-Proba Satellite Hyperspectral Images over the ..." LINK

"Design and verification of a large-field hyperspectral imaging system" LINK

"Visualization of heavy metal cadmium in lettuce leaves based on wavelet support vector machine regression model and visible‐near infrared hyperspectral imaging" LINK

"Band Selection for HSI Classification using Binary Constrained Optimization" LINK

"New Approach to the Old Challenge of Free Flap Monitoring—Hyperspectral Imaging Outperforms Clinical Assessment by Earlier Detection of Perfusion Failure" LINK




Spectral Imaging

"Machine learning and hyper spectral imaging: multi spectral endoscopy in the gastro intestinal tract towards hyper spectral endoscopy" LINK




Chemometrics and Machine Learning

"... residual extreme learning machine (PLSRR-ELM) calibration algorithm applied in fast determination of gasoline octane number with near-infrared spectroscopy" LINK

"Recognition of authentic or false blood based on NIR spectroscopy and PCA-WNN-PSO algorithm" LINK

"EVALUATION OF AGARWOOD (AQUILARIA MALACCENIS) FROM BINTAN ISLAND BASED ON INDONESIAN STANDARD: PREDICTING ITS QUALITY USING ..." LINK

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

"Multivariate Calibration of Concentrations of C, Mn, Si, Cr, Ni, and Cu in Low-Alloy Steels from Raw Low-Resolution Spectra Obtained By Laser-Induced Breakdown Spectroscopy" LINK




Optics for Spectroscopy

"Foam Flows in Turbulent Liquid Exfoliation of Layered Materials and Implications for Graphene Production and Inline Characterisation" LINK

"Chemical Engineering of Cu-Sn Disordered Network Metamaterials" LINK

"High-Performance Waveguide-Integrated Bi<sub>2</sub>O<sub>2</sub>Se Photodetector for Si Photonic Integrated Circuits" LINK




Equipment for Spectroscopy

"Electrical and Mechanical Properties of Intrinsically Flexible and Stretchable PEDOT Polymers for Thermotherapy" LINK

"Application of hand-held near-infrared and Raman spectrometers in surface treatment authentication of cork stoppers" LINK




Process Control and NIR Sensors

"Dry Powder Mixing Is Feasible in Continuous Twin Screw Extruder: Towards Lean Extrusion Process for Oral Solid Dosage Manufacturing" | LINK

"Manipulating electroluminochromism behavior of viologen substituted iridium(III) complexes through ligand engineering for information display and encryption" LINK




Environment NIR-Spectroscopy Application

"Remote Sensing : Estimating Vertical Distribution of Leaf Water Content within Wheat Canopies after Head Emergence" LINK




Agriculture NIR-Spectroscopy Usage

"Towards ecological intensification of agriculture: from management to soil bacterial and nitrogen-cycling communities" LINK

"Er: YAG Laser Cleaning of Painted Surfaces: Functional Considerations to Improve Efficacy and Reduce Side Effects" LINK

"Agronomy : Evaluation of Metabolomic Profile and Growth of Moringa oleifera L. Cultivated with Vermicompost under Different Soil Types" LINK

"High-throughput phenotyping of cool-season crops using non-invasive sensing techniques" LINK




Forestry and Wood Industry NIR Usage

"Polymers : Passive Fire Protection of Taeda pine Wood by Using Starch-Based Surface Coatings" LINK




Food & Feed Industry NIR Usage

"Foods : Microbiological Quality Assessment of Chicken Thigh Fillets Using Spectroscopic Sensors and Multivariate Data Analysis" LINK

"The potential to increase beef production in tropical Nth Australia by including Desmanthus cv JCU 2 in a Buffel grass (Cenchrus ciliaris) dominant pasture" LINK




Pharma Industry NIR Usage

"Spectroscopic characteristics of Xeloda chemodrug" | LINK




Laboratory and NIR-Spectroscopy

"Potential of laboratory hyperspectral data for in-field detection of Phytophthora infestans on potato" LINK




Other

"Beam test of carbon ion production for development of new compact ECR ion source for multi ion therapy" LINK

"Silver Peroxide Nanoparticles for Combined Antibacterial Sonodynamic and Photothermal Therapy" | LINK

"Splanchnic oxygen saturation during reoxygenation with 21% or 100% O2 in newborn piglets" | LINK





NIR Calibration-Model Services

Effective development of new quantitative prediction equations for multivariate data like NIR spectra | spectrum LINK

How to improve calibration models for NIR Instrument Devices? Wheat Food Security LINK

Spectroscopy and Chemometrics News Weekly 48, 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 48, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 48, 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)

"Insight into the stability of protein in confined environment through analyzing the structure of water by temperature-dependent near-infrared spectroscopy" LINK

"Determination of starch and amylose contents in various cereals using common model of near-infrared reflectance spectroscopy." LINK

"RESEARCH ARTICLE Near-infrared spectroscopy for the distinction of wood and charcoal from Fabaceae species: comparison of ANN, KNN AND SVM ..." LINK

"Device-Independent Discrimination of Falsified Amoxicillin Capsules Using Heterogeneous Near-Infrared Spectroscopic Devices for Training and Testing of a Support Vector Machine" LINK

"High quality VO(2) thin films synthesized from V(2)O(5) powder for sensitive near-infrared detection" | LINK

"Detection of toxic chemicals in hand sanitizers using near-infrared spectroscopy" LINK

"Identification of Baha'sib mung beans based on Fourier transform near infrared spectroscopy and partial least squares" LINK

"Remote Sensing : Identification of Amaranthus Species Using Visible-Near-Infrared (Vis-NIR) Spectroscopy and Machine Learning Methods" LINK

"Nondestructive Detection of Internal Flavor in 'Shatian'Pomelo Fruit Based on Visible/Near Infrared Spectroscopy" | LINK

"Determination of sex-enhancing drugs illegally added in health care products by TLC-NIRS combined technology" LINK

"Rapid detection of exogenous sucrose in black tea samples based on near-infrared spectroscopy" LINK

"Rapid determination of diesel fuel properties by near-infrared spectroscopy" LINK

"Biosensors : Room-Temperature Synthesis of Air-Stable Near-Infrared Emission in FAPbI3 Nanoparticles Embedded in Silica" LINK

"Potential of visible-near infrared spectroscopy for the determination of three soil aggregate stability indices" LINK

" A dataset of the chemical composition and near-infrared spectroscopy measurements of raw cattle, poultry and pig manure" LINK

"Forests : Identifying Wood Based on Near-Infrared Spectra and Four Gray-Level Co-Occurrence Matrix Texture Features" LINK

"... Selection for Referenceless Multivariate Calibration: A Case Study on Nicotine Determination in Flue-Cured Tobacco Powder by Near-Infrared (NIR) Spectroscopy" LINK

"Prediction and Utilization of Malondialdehyde in Exotic Pine Under Drought Stress Using Near-Infrared Spectroscopy" | LINK

"Quantification of irrigated lesion morphology using near-infrared spectroscopy" | LINK

"A Comparison between the Post-and Pre-dispersive Near Infrared Spectroscopy in Non-Destructive Brix Prediction Using Artificial Neural Network" LINK




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

"Efficient Broadband Near‐Infrared Emission in the GaTaO4:Cr3+ Phosphor" | LINK

"Aflatoxin contaminated cocoa beans classification using near-infrared spectroscopy" LINK

"The Effect Of Hemodynamic Parameters On Peripheral Near Infrared Spectroscopy In An Animal Model" LINK

"Iridium(III) Complexes with [2, 1, 0] Charged Ligands Realized DeepRed/NearInfrared Phosphorescent Emission" 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)

"BRCN-ERN: A Bidirectional Reconstruction Coding Network and Enhanced Residual Network for Hyperspectral Change Detection" LINK

"Rapid identification of adulterated safflower seed oil by use of hyperspectral spectroscopy" LINK

"Remote Sensing : Monitoring the Severity of Pantana phyllostachysae Chao on Bamboo Using Leaf Hyperspectral Data" LINK

"Rapid identification of the green tea geographical origin and processing month based on near-infrared hyperspectral imaging combined with chemometrics" LINK

"Chemometric strategies for near infrared hyperspectral imaging analysis: classification of cotton seed genotypes" LINK

"Applied Sciences : Determination of Sugar, pH, and Anthocyanin Contents in Port Wine Grape Berries through Hyperspectral Imaging: An Extensive Comparison of Linear and Non-Linear Predictive Methods" LINK

"... Area Index, Chlorophyll Content and Fraction of Vegetation Cover Using an Empirical-Statistical Approach from Chris-Proba Satellite Hyperspectral Images over the ..." LINK

"Design and verification of a large-field hyperspectral imaging system" LINK

"Visualization of heavy metal cadmium in lettuce leaves based on wavelet support vector machine regression model and visible‐near infrared hyperspectral imaging" LINK

"Band Selection for HSI Classification using Binary Constrained Optimization" LINK

"New Approach to the Old Challenge of Free Flap Monitoring—Hyperspectral Imaging Outperforms Clinical Assessment by Earlier Detection of Perfusion Failure" LINK




Spectral Imaging

"Machine learning and hyper spectral imaging: multi spectral endoscopy in the gastro intestinal tract towards hyper spectral endoscopy" LINK




Chemometrics and Machine Learning

"... residual extreme learning machine (PLSRR-ELM) calibration algorithm applied in fast determination of gasoline octane number with near-infrared spectroscopy" LINK

"Recognition of authentic or false blood based on NIR spectroscopy and PCA-WNN-PSO algorithm" LINK

"EVALUATION OF AGARWOOD (AQUILARIA MALACCENIS) FROM BINTAN ISLAND BASED ON INDONESIAN STANDARD: PREDICTING ITS QUALITY USING ..." LINK

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

"Multivariate Calibration of Concentrations of C, Mn, Si, Cr, Ni, and Cu in Low-Alloy Steels from Raw Low-Resolution Spectra Obtained By Laser-Induced Breakdown Spectroscopy" LINK




Optics for Spectroscopy

"Foam Flows in Turbulent Liquid Exfoliation of Layered Materials and Implications for Graphene Production and Inline Characterisation" LINK

"Chemical Engineering of Cu-Sn Disordered Network Metamaterials" LINK

"High-Performance Waveguide-Integrated Bi<sub>2</sub>O<sub>2</sub>Se Photodetector for Si Photonic Integrated Circuits" LINK




Equipment for Spectroscopy

"Electrical and Mechanical Properties of Intrinsically Flexible and Stretchable PEDOT Polymers for Thermotherapy" LINK

"Application of hand-held near-infrared and Raman spectrometers in surface treatment authentication of cork stoppers" LINK




Process Control and NIR Sensors

"Dry Powder Mixing Is Feasible in Continuous Twin Screw Extruder: Towards Lean Extrusion Process for Oral Solid Dosage Manufacturing" | LINK

"Manipulating electroluminochromism behavior of viologen substituted iridium(III) complexes through ligand engineering for information display and encryption" LINK




Environment NIR-Spectroscopy Application

"Remote Sensing : Estimating Vertical Distribution of Leaf Water Content within Wheat Canopies after Head Emergence" LINK




Agriculture NIR-Spectroscopy Usage

"Towards ecological intensification of agriculture: from management to soil bacterial and nitrogen-cycling communities" LINK

"Er: YAG Laser Cleaning of Painted Surfaces: Functional Considerations to Improve Efficacy and Reduce Side Effects" LINK

"Agronomy : Evaluation of Metabolomic Profile and Growth of Moringa oleifera L. Cultivated with Vermicompost under Different Soil Types" LINK

"High-throughput phenotyping of cool-season crops using non-invasive sensing techniques" LINK




Forestry and Wood Industry NIR Usage

"Polymers : Passive Fire Protection of Taeda pine Wood by Using Starch-Based Surface Coatings" LINK




Food & Feed Industry NIR Usage

"Foods : Microbiological Quality Assessment of Chicken Thigh Fillets Using Spectroscopic Sensors and Multivariate Data Analysis" LINK

"The potential to increase beef production in tropical Nth Australia by including Desmanthus cv JCU 2 in a Buffel grass (Cenchrus ciliaris) dominant pasture" LINK




Pharma Industry NIR Usage

"Spectroscopic characteristics of Xeloda chemodrug" | LINK




Laboratory and NIR-Spectroscopy

"Potential of laboratory hyperspectral data for in-field detection of Phytophthora infestans on potato" LINK




Other

"Beam test of carbon ion production for development of new compact ECR ion source for multi ion therapy" LINK

"Silver Peroxide Nanoparticles for Combined Antibacterial Sonodynamic and Photothermal Therapy" | LINK

"Splanchnic oxygen saturation during reoxygenation with 21% or 100% O2 in newborn piglets" | LINK





NIR Calibration-Model Services

Effective development of new quantitative prediction equations for multivariate data like NIR spectra | spectrum LINK

How to improve calibration models for NIR Instrument Devices? Wheat Food Security LINK

Spectroscopy and Chemometrics News Weekly 48, 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 48, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 48, 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)

"Insight into the stability of protein in confined environment through analyzing the structure of water by temperature-dependent near-infrared spectroscopy" LINK

"Determination of starch and amylose contents in various cereals using common model of near-infrared reflectance spectroscopy." LINK

"RESEARCH ARTICLE Near-infrared spectroscopy for the distinction of wood and charcoal from Fabaceae species: comparison of ANN, KNN AND SVM ..." LINK

"Device-Independent Discrimination of Falsified Amoxicillin Capsules Using Heterogeneous Near-Infrared Spectroscopic Devices for Training and Testing of a Support Vector Machine" LINK

"High quality VO(2) thin films synthesized from V(2)O(5) powder for sensitive near-infrared detection" | LINK

"Detection of toxic chemicals in hand sanitizers using near-infrared spectroscopy" LINK

"Identification of Baha'sib mung beans based on Fourier transform near infrared spectroscopy and partial least squares" LINK

"Remote Sensing : Identification of Amaranthus Species Using Visible-Near-Infrared (Vis-NIR) Spectroscopy and Machine Learning Methods" LINK

"Nondestructive Detection of Internal Flavor in 'Shatian'Pomelo Fruit Based on Visible/Near Infrared Spectroscopy" | LINK

"Determination of sex-enhancing drugs illegally added in health care products by TLC-NIRS combined technology" LINK

"Rapid detection of exogenous sucrose in black tea samples based on near-infrared spectroscopy" LINK

"Rapid determination of diesel fuel properties by near-infrared spectroscopy" LINK

"Biosensors : Room-Temperature Synthesis of Air-Stable Near-Infrared Emission in FAPbI3 Nanoparticles Embedded in Silica" LINK

"Potential of visible-near infrared spectroscopy for the determination of three soil aggregate stability indices" LINK

" A dataset of the chemical composition and near-infrared spectroscopy measurements of raw cattle, poultry and pig manure" LINK

"Forests : Identifying Wood Based on Near-Infrared Spectra and Four Gray-Level Co-Occurrence Matrix Texture Features" LINK

"... Selection for Referenceless Multivariate Calibration: A Case Study on Nicotine Determination in Flue-Cured Tobacco Powder by Near-Infrared (NIR) Spectroscopy" LINK

"Prediction and Utilization of Malondialdehyde in Exotic Pine Under Drought Stress Using Near-Infrared Spectroscopy" | LINK

"Quantification of irrigated lesion morphology using near-infrared spectroscopy" | LINK

"A Comparison between the Post-and Pre-dispersive Near Infrared Spectroscopy in Non-Destructive Brix Prediction Using Artificial Neural Network" LINK




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

"Efficient Broadband Near‐Infrared Emission in the GaTaO4:Cr3+ Phosphor" | LINK

"Aflatoxin contaminated cocoa beans classification using near-infrared spectroscopy" LINK

"The Effect Of Hemodynamic Parameters On Peripheral Near Infrared Spectroscopy In An Animal Model" LINK

"Iridium(III) Complexes with [2, 1, 0] Charged Ligands Realized DeepRed/NearInfrared Phosphorescent Emission" 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)

"BRCN-ERN: A Bidirectional Reconstruction Coding Network and Enhanced Residual Network for Hyperspectral Change Detection" LINK

"Rapid identification of adulterated safflower seed oil by use of hyperspectral spectroscopy" LINK

"Remote Sensing : Monitoring the Severity of Pantana phyllostachysae Chao on Bamboo Using Leaf Hyperspectral Data" LINK

"Rapid identification of the green tea geographical origin and processing month based on near-infrared hyperspectral imaging combined with chemometrics" LINK

"Chemometric strategies for near infrared hyperspectral imaging analysis: classification of cotton seed genotypes" LINK

"Applied Sciences : Determination of Sugar, pH, and Anthocyanin Contents in Port Wine Grape Berries through Hyperspectral Imaging: An Extensive Comparison of Linear and Non-Linear Predictive Methods" LINK

"... Area Index, Chlorophyll Content and Fraction of Vegetation Cover Using an Empirical-Statistical Approach from Chris-Proba Satellite Hyperspectral Images over the ..." LINK

"Design and verification of a large-field hyperspectral imaging system" LINK

"Visualization of heavy metal cadmium in lettuce leaves based on wavelet support vector machine regression model and visible‐near infrared hyperspectral imaging" LINK

"Band Selection for HSI Classification using Binary Constrained Optimization" LINK

"New Approach to the Old Challenge of Free Flap Monitoring—Hyperspectral Imaging Outperforms Clinical Assessment by Earlier Detection of Perfusion Failure" LINK




Spectral Imaging

"Machine learning and hyper spectral imaging: multi spectral endoscopy in the gastro intestinal tract towards hyper spectral endoscopy" LINK




Chemometrics and Machine Learning

"... residual extreme learning machine (PLSRR-ELM) calibration algorithm applied in fast determination of gasoline octane number with near-infrared spectroscopy" LINK

"Recognition of authentic or false blood based on NIR spectroscopy and PCA-WNN-PSO algorithm" LINK

"EVALUATION OF AGARWOOD (AQUILARIA MALACCENIS) FROM BINTAN ISLAND BASED ON INDONESIAN STANDARD: PREDICTING ITS QUALITY USING ..." LINK

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

"Multivariate Calibration of Concentrations of C, Mn, Si, Cr, Ni, and Cu in Low-Alloy Steels from Raw Low-Resolution Spectra Obtained By Laser-Induced Breakdown Spectroscopy" LINK




Optics for Spectroscopy

"Foam Flows in Turbulent Liquid Exfoliation of Layered Materials and Implications for Graphene Production and Inline Characterisation" LINK

"Chemical Engineering of Cu-Sn Disordered Network Metamaterials" LINK

"High-Performance Waveguide-Integrated Bi<sub>2</sub>O<sub>2</sub>Se Photodetector for Si Photonic Integrated Circuits" LINK




Equipment for Spectroscopy

"Electrical and Mechanical Properties of Intrinsically Flexible and Stretchable PEDOT Polymers for Thermotherapy" LINK

"Application of hand-held near-infrared and Raman spectrometers in surface treatment authentication of cork stoppers" LINK




Process Control and NIR Sensors

"Dry Powder Mixing Is Feasible in Continuous Twin Screw Extruder: Towards Lean Extrusion Process for Oral Solid Dosage Manufacturing" | LINK

"Manipulating electroluminochromism behavior of viologen substituted iridium(III) complexes through ligand engineering for information display and encryption" LINK




Environment NIR-Spectroscopy Application

"Remote Sensing : Estimating Vertical Distribution of Leaf Water Content within Wheat Canopies after Head Emergence" LINK




Agriculture NIR-Spectroscopy Usage

"Towards ecological intensification of agriculture: from management to soil bacterial and nitrogen-cycling communities" LINK

"Er: YAG Laser Cleaning of Painted Surfaces: Functional Considerations to Improve Efficacy and Reduce Side Effects" LINK

"Agronomy : Evaluation of Metabolomic Profile and Growth of Moringa oleifera L. Cultivated with Vermicompost under Different Soil Types" LINK

"High-throughput phenotyping of cool-season crops using non-invasive sensing techniques" LINK




Forestry and Wood Industry NIR Usage

"Polymers : Passive Fire Protection of Taeda pine Wood by Using Starch-Based Surface Coatings" LINK




Food & Feed Industry NIR Usage

"Foods : Microbiological Quality Assessment of Chicken Thigh Fillets Using Spectroscopic Sensors and Multivariate Data Analysis" LINK

"The potential to increase beef production in tropical Nth Australia by including Desmanthus cv JCU 2 in a Buffel grass (Cenchrus ciliaris) dominant pasture" LINK




Pharma Industry NIR Usage

"Spectroscopic characteristics of Xeloda chemodrug" | LINK




Laboratory and NIR-Spectroscopy

"Potential of laboratory hyperspectral data for in-field detection of Phytophthora infestans on potato" LINK




Other

"Beam test of carbon ion production for development of new compact ECR ion source for multi ion therapy" LINK

"Silver Peroxide Nanoparticles for Combined Antibacterial Sonodynamic and Photothermal Therapy" | LINK

"Splanchnic oxygen saturation during reoxygenation with 21% or 100% O2 in newborn piglets" | LINK





Spectroscopy and Chemometrics News Weekly #4, 2021Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #4, 2021Spettroscopia e Chemiometria Weekly News #4, 2021

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 3, 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 3, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 3, 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)

"Transcutaneous Near Infra-Red Spectroscopy (NIRS) for monitoring paediatric renal allograft perfusion" LINK

"Multivariate calibration: Identification of phenolic compounds in PROPOLIS using FTNIR" LINK

"Feasibility study of detecting palm oil adulteration with recycled cooking oil using a handheld NIR spectroscopy" LINK

"PREDICTION OF BIOACTIVE COMPOUNDS IN BARLEY BY NEAR-INFRARED REFLECTANCE SPECTROSCOPY (NIRS)" LINK

"A Systematic and Consistent Assay for High-throughput Characterization of Stalk Quality in Sugarcane by Near-infrared Spectroscopy" LINK

"Ultraviolet-visible/near infrared spectroscopy and hyperspectral imaging to study the different types of raw cotton" LINK




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

"Rapid qualitative identification and quantitative analysis of Flos Mume based on fourier transform near infrared spectroscopy" LINK

" Distinction of surgically resected gastrointestinal stromal tumor by near-infrared hyperspectral imaging" LINK

" Dataset of chemical and near-infrared spectroscopy measurements of fresh and dried poultry and cattle manure" LINK

"Utilizing near infrared hyperspectral imaging for quantitatively predicting adulteration in tapioca starch" LINK

"Near-infrared hyperspectral imaging for detection and visualization of offal adulteration in ground pork" LINK

"Comparative study of degradation between the carbon black back coat layer and magnetic layer in magnetic audio tapes using attenuated total reflectance Fourier transform infrared spectroscopy and machine learning techniques" LINK




Hyperspectral Imaging (HSI)

"Near-infrared hyperspectral imaging (NIR-HSI) and normalized difference image (NDI) data processing: an advanced method to map collagen in archaeological …" LINK

"Effect of curvature on hyperspectral reflectance images of cereal seed-sized objects" LINK

" Application of hyperspectral imaging to detect toxigenic Fusarium infection on cornmeal" LINK




Chemometrics and Machine Learning

"Determination of Conformational Changes of Polyphenol Oxidase and Peroxidase in Peach Juice during Mild Heat Treatment Using FTIR Spectroscopy Coupled with Chemometrics" LINK

"Model-Based Pre-Processing in Vibrational Spectroscopy" LINK

"Challenging handheld NIR spectrometers with moisture analysis in plant matrices: performance of PLSR vs. GPR vs. ANN modelling" LINK

"Maturity determination of single maize seed by using near-infrared hyperspectral imaging coupled with comparative analysis of multiple classification models" LINK

"Comparison of Soil Total Nitrogen Content Prediction Models Based on Vis-NIR Spectroscopy." LINK

"Machine Learning-Based Presymptomatic Detection of Rice Sheath Blight Using Spectral Profiles." LINK




Equipment for Spectroscopy

"Green analytical assay for the quality assessment of tea by using pocket-sized NIR spectrometer." Caffeine Catechins Theanine LINK




Process Control and NIR Sensors

" Impact of Processing and Extraction on the Minor Components of Green Spanish-Style Gordal Table Olive Fat, as Assessed by Innovative Approaches" LINK




Environment NIR-Spectroscopy Application

"National-scale spectroscopic assessment of soil organic carbon in forests of the Czech Republic" LINK

"Image and Point Data Fusion for Enhanced Discrimination of Ore and Waste in Mining" LINK




Agriculture NIR-Spectroscopy Usage

" Evaluation of the physicochemical content and solid-state fermentation stage of Zhenjiang aromatic vinegar using near-infrared spectroscopy" LINK

"Non-invasive spectroscopic and imaging systems for prediction of beef quality in a meat processing pilot plant" LINK

"Compositional Analyses Reveal Relationships among Components of Blue Maize Grains" LINK

"Rapid Detection of the Quality of Miso (Japanese Fermented Soybean Paste) Using Visible/Near-Infrared Spectroscopy" LINK




Horticulture NIR-Spectroscopy Applications

"Optical Absorption and Scattering Properties at 900-1650 nm and Their Relationships with Soluble Solid Content and Soluble Sugars in Apple Flesh during Storage" LINK




Food & Feed Industry NIR Usage

"Feasibility of fraud detection in rice using a handheld near-infrared spectroscopy" LINK

"Feasibility of fraud detection in milk powder using a handheld near-infrared spectroscopy" LINK

"Wild barley, a resource to optimize yield stability and quality of elite barley: kumulative Dissertation" LINK

" Assessment of the vigor of rice seeds by near-infrared hyperspectral imaging combined with transfer learning" LINK




Laboratory and NIR-Spectroscopy

" Identification of peat type and humification by laboratory VNIR/SWIR hyperspectral imaging of peat profiles with focus on fen-bog transition in aapa mires" LINK





NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 3, 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 3, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 3, 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)

"Transcutaneous Near Infra-Red Spectroscopy (NIRS) for monitoring paediatric renal allograft perfusion" LINK

"Multivariate calibration: Identification of phenolic compounds in PROPOLIS using FTNIR" LINK

"Feasibility study of detecting palm oil adulteration with recycled cooking oil using a handheld NIR spectroscopy" LINK

"PREDICTION OF BIOACTIVE COMPOUNDS IN BARLEY BY NEAR-INFRARED REFLECTANCE SPECTROSCOPY (NIRS)" LINK

"A Systematic and Consistent Assay for High-throughput Characterization of Stalk Quality in Sugarcane by Near-infrared Spectroscopy" LINK

"Ultraviolet-visible/near infrared spectroscopy and hyperspectral imaging to study the different types of raw cotton" LINK




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

"Rapid qualitative identification and quantitative analysis of Flos Mume based on fourier transform near infrared spectroscopy" LINK

" Distinction of surgically resected gastrointestinal stromal tumor by near-infrared hyperspectral imaging" LINK

" Dataset of chemical and near-infrared spectroscopy measurements of fresh and dried poultry and cattle manure" LINK

"Utilizing near infrared hyperspectral imaging for quantitatively predicting adulteration in tapioca starch" LINK

"Near-infrared hyperspectral imaging for detection and visualization of offal adulteration in ground pork" LINK

"Comparative study of degradation between the carbon black back coat layer and magnetic layer in magnetic audio tapes using attenuated total reflectance Fourier transform infrared spectroscopy and machine learning techniques" LINK




Hyperspectral Imaging (HSI)

"Near-infrared hyperspectral imaging (NIR-HSI) and normalized difference image (NDI) data processing: an advanced method to map collagen in archaeological …" LINK

"Effect of curvature on hyperspectral reflectance images of cereal seed-sized objects" LINK

" Application of hyperspectral imaging to detect toxigenic Fusarium infection on cornmeal" LINK




Chemometrics and Machine Learning

"Determination of Conformational Changes of Polyphenol Oxidase and Peroxidase in Peach Juice during Mild Heat Treatment Using FTIR Spectroscopy Coupled with Chemometrics" LINK

"Model-Based Pre-Processing in Vibrational Spectroscopy" LINK

"Challenging handheld NIR spectrometers with moisture analysis in plant matrices: performance of PLSR vs. GPR vs. ANN modelling" LINK

"Maturity determination of single maize seed by using near-infrared hyperspectral imaging coupled with comparative analysis of multiple classification models" LINK

"Comparison of Soil Total Nitrogen Content Prediction Models Based on Vis-NIR Spectroscopy." LINK

"Machine Learning-Based Presymptomatic Detection of Rice Sheath Blight Using Spectral Profiles." LINK




Equipment for Spectroscopy

"Green analytical assay for the quality assessment of tea by using pocket-sized NIR spectrometer." Caffeine Catechins Theanine LINK




Process Control and NIR Sensors

" Impact of Processing and Extraction on the Minor Components of Green Spanish-Style Gordal Table Olive Fat, as Assessed by Innovative Approaches" LINK




Environment NIR-Spectroscopy Application

"National-scale spectroscopic assessment of soil organic carbon in forests of the Czech Republic" LINK

"Image and Point Data Fusion for Enhanced Discrimination of Ore and Waste in Mining" LINK




Agriculture NIR-Spectroscopy Usage

" Evaluation of the physicochemical content and solid-state fermentation stage of Zhenjiang aromatic vinegar using near-infrared spectroscopy" LINK

"Non-invasive spectroscopic and imaging systems for prediction of beef quality in a meat processing pilot plant" LINK

"Compositional Analyses Reveal Relationships among Components of Blue Maize Grains" LINK

"Rapid Detection of the Quality of Miso (Japanese Fermented Soybean Paste) Using Visible/Near-Infrared Spectroscopy" LINK




Horticulture NIR-Spectroscopy Applications

"Optical Absorption and Scattering Properties at 900-1650 nm and Their Relationships with Soluble Solid Content and Soluble Sugars in Apple Flesh during Storage" LINK




Food & Feed Industry NIR Usage

"Feasibility of fraud detection in rice using a handheld near-infrared spectroscopy" LINK

"Feasibility of fraud detection in milk powder using a handheld near-infrared spectroscopy" LINK

"Wild barley, a resource to optimize yield stability and quality of elite barley: kumulative Dissertation" LINK

" Assessment of the vigor of rice seeds by near-infrared hyperspectral imaging combined with transfer learning" LINK




Laboratory and NIR-Spectroscopy

" Identification of peat type and humification by laboratory VNIR/SWIR hyperspectral imaging of peat profiles with focus on fen-bog transition in aapa mires" LINK





NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 3, 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 3, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 3, 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)

"Transcutaneous Near Infra-Red Spectroscopy (NIRS) for monitoring paediatric renal allograft perfusion" LINK

"Multivariate calibration: Identification of phenolic compounds in PROPOLIS using FTNIR" LINK

"Feasibility study of detecting palm oil adulteration with recycled cooking oil using a handheld NIR spectroscopy" LINK

"PREDICTION OF BIOACTIVE COMPOUNDS IN BARLEY BY NEAR-INFRARED REFLECTANCE SPECTROSCOPY (NIRS)" LINK

"A Systematic and Consistent Assay for High-throughput Characterization of Stalk Quality in Sugarcane by Near-infrared Spectroscopy" LINK

"Ultraviolet-visible/near infrared spectroscopy and hyperspectral imaging to study the different types of raw cotton" LINK




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

"Rapid qualitative identification and quantitative analysis of Flos Mume based on fourier transform near infrared spectroscopy" LINK

" Distinction of surgically resected gastrointestinal stromal tumor by near-infrared hyperspectral imaging" LINK

" Dataset of chemical and near-infrared spectroscopy measurements of fresh and dried poultry and cattle manure" LINK

"Utilizing near infrared hyperspectral imaging for quantitatively predicting adulteration in tapioca starch" LINK

"Near-infrared hyperspectral imaging for detection and visualization of offal adulteration in ground pork" LINK

"Comparative study of degradation between the carbon black back coat layer and magnetic layer in magnetic audio tapes using attenuated total reflectance Fourier transform infrared spectroscopy and machine learning techniques" LINK




Hyperspectral Imaging (HSI)

"Near-infrared hyperspectral imaging (NIR-HSI) and normalized difference image (NDI) data processing: an advanced method to map collagen in archaeological …" LINK

"Effect of curvature on hyperspectral reflectance images of cereal seed-sized objects" LINK

" Application of hyperspectral imaging to detect toxigenic Fusarium infection on cornmeal" LINK




Chemometrics and Machine Learning

"Determination of Conformational Changes of Polyphenol Oxidase and Peroxidase in Peach Juice during Mild Heat Treatment Using FTIR Spectroscopy Coupled with Chemometrics" LINK

"Model-Based Pre-Processing in Vibrational Spectroscopy" LINK

"Challenging handheld NIR spectrometers with moisture analysis in plant matrices: performance of PLSR vs. GPR vs. ANN modelling" LINK

"Maturity determination of single maize seed by using near-infrared hyperspectral imaging coupled with comparative analysis of multiple classification models" LINK

"Comparison of Soil Total Nitrogen Content Prediction Models Based on Vis-NIR Spectroscopy." LINK

"Machine Learning-Based Presymptomatic Detection of Rice Sheath Blight Using Spectral Profiles." LINK




Equipment for Spectroscopy

"Green analytical assay for the quality assessment of tea by using pocket-sized NIR spectrometer." Caffeine Catechins Theanine LINK




Process Control and NIR Sensors

" Impact of Processing and Extraction on the Minor Components of Green Spanish-Style Gordal Table Olive Fat, as Assessed by Innovative Approaches" LINK




Environment NIR-Spectroscopy Application

"National-scale spectroscopic assessment of soil organic carbon in forests of the Czech Republic" LINK

"Image and Point Data Fusion for Enhanced Discrimination of Ore and Waste in Mining" LINK




Agriculture NIR-Spectroscopy Usage

" Evaluation of the physicochemical content and solid-state fermentation stage of Zhenjiang aromatic vinegar using near-infrared spectroscopy" LINK

"Non-invasive spectroscopic and imaging systems for prediction of beef quality in a meat processing pilot plant" LINK

"Compositional Analyses Reveal Relationships among Components of Blue Maize Grains" LINK

"Rapid Detection of the Quality of Miso (Japanese Fermented Soybean Paste) Using Visible/Near-Infrared Spectroscopy" LINK




Horticulture NIR-Spectroscopy Applications

"Optical Absorption and Scattering Properties at 900-1650 nm and Their Relationships with Soluble Solid Content and Soluble Sugars in Apple Flesh during Storage" LINK




Food & Feed Industry NIR Usage

"Feasibility of fraud detection in rice using a handheld near-infrared spectroscopy" LINK

"Feasibility of fraud detection in milk powder using a handheld near-infrared spectroscopy" LINK

"Wild barley, a resource to optimize yield stability and quality of elite barley: kumulative Dissertation" LINK

" Assessment of the vigor of rice seeds by near-infrared hyperspectral imaging combined with transfer learning" LINK




Laboratory and NIR-Spectroscopy

" Identification of peat type and humification by laboratory VNIR/SWIR hyperspectral imaging of peat profiles with focus on fen-bog transition in aapa mires" LINK





Digitization in the field of NIR spectroscopy (smart sensors) / Digitalisierung im Bereich der NIR-Spektroskopie / Digitalizzazione nel campo della spettroscopia NIR (sensori intelligenti)

Digitalization is advancing, also in NIR spectroscopy, which enables trainable miniature smart sensors e.g. for analyses in the food&feed, chemical and pharmaceutical sectors.

The calibration is the core of a NIR spectroscopy sensor, it enables the numerous applications and should therefore not be the weakest link in the measurement chain.

The development of calibrations that turn NIR spectrometers into smart sensors is done manually by experts (NIR specialist, chemometrician, data scientist) with so-called chemometrics software.

This is very time-consuming (time to market) and the result is person-dependent and thus suboptimal, because each expert has his own preferred way of proceeding.
In addition, the calibrations have to be maintained, as new data has been collected in the meantime, which can be used to extend and improve the calibrations.

This is where our automated service comes in, combining the knowledge and good practices of NIR spectroscopy and chemometrics collected in one software and using machine learning to generate optimal calibrations.

Based on this, we have developed a complete technology platform (Time to Market) that covers the entire process from sending NIR + Lab data, to NIR Calibration as a Service, from online purchase of calibrations, to NIR Predictor software that directly evaluates newly measured NIR data locally and generates result reports.

Besides the free desktop version with user interface, the NIR Predictor can also be integrated (OEM). This can be integrated in parallel as a complement to your current Predictor, allowing the user to choose how they want to calibrate.
And give them the advantage in NIR feasibility studies and NIR spectrometer evaluations to quickly provide the customer with a solid and accurate calibration that will make their NIR system deliver better results.

Advantages for your NIR users (internal or external)

  • no initial costs (no chemometrics software license required),
  • calculable operating costs (fixed amount instead of time and hourly rate) (calibration development, calibration maintenance)
  • easy to use (no chemometrics and software training),
  • quicker to use (no calibration development work) and
  • better calibrations (precision, accuracy, robustness, ...)

Our chargeable service is based on the calibration development and the annual calibration use.
Calibration development and calibration use can also be carried out separately (manufacturer / user).

For you as a spectrometer manufacturer, this means that you can deliver your system pre-calibrated for certain applications without incurring software license costs. And without your application specialists having to provide additional calibration services.

The unique advantages of our calibration service together with the free NIR Predictor are:

  • no software license costs (chemometrics software, predictor software, OEM integration)
  • no chemometrics know-how necessary
  • no time needed to develop optimal NIR calibrations.

If interested in using/evaluating the service :

About CalibrationModel.com : Time and knowledge intensive creation and optimization of chemometric evaluation methods for spectrometers as a service to enable more accurate analysis and measurement results.

see also

Paradigm Change in NIR

Five Mistakes to avoid on Digitalization in NIR

NIR - Total cost of ownership (TCO)

OEM / White Label Software

White Paper


Die Digitalisierung schreitet voran, so auch in der NIR-Spektroskopie, die trainierbare miniatur Smart-Sensors ermöglicht z.B. für Analysen im Bereich Food&Feed, Chemie und Pharma.

Die Kalibration ist das Kernstück eines NIR-Spektroskopie Sensors, sie ermöglicht die zahlreichen Applikationen und sollte darum nicht das schwächste Glied in der Messkette sein.

Das Entwickeln von Kalibrationen die NIR-Spektrometer zu Smart-Sensoren macht, wird bis an hin von Experten (NIR-Spezialist, Chemometriker, Data Scientist) manuell gemacht mit sogenannter Chemometrie Software.

Das ist sehr zeitintensiv (Time to Market) und das Ergebnis ist personenabhängig und somit suboptimal, denn jeder Experte hat seine eigene bevorzugte Weise wie er vorgeht.
Dazu kommt, dass die Kalibrationen gewartet werden müssen, da in der Zwischenzeit neue Daten gesammelt wurden, die zur Erweiterung und Verbesserung der Kalibrationen genutzt werden kann.

Hier setzt unser automatisierter Service an, der das Wissen und Good-Practices der NIR-Spektroskopie und Chemometrie gesammelt in einer Software vereint und mittels Machine-Learning optimale Kalibrationen erzeugt.

Wir haben darauf aufbauend eine komplette Technologie-Plattform entwickelt (Time to Market), die den ganzen Ablauf vom Senden der NIR + Lab Daten, zu NIR-Kalibration as a Service, vom Online-Kauf der Kalibrationen, bis hin zur NIR-Predictor Software die neu gemessene NIR Daten direkt lokal auswertet und Ergebnis Reports erstellt.

Nebst der freien Desktop Variante mit User Interface kann der NIR-Predictor auch integriert werden (OEM). Das kann parallel als Ergänzung zu ihrem jetzigen Predictor integriert werden und so dem Anwender die Wahl ermöglichen, wie er Kalibrieren möchte.
Und ihnen so den Vorteil verschaffen, bei NIR Feasibility Studies und NIR-Spektrometer Evaluationen, dem Kunden rasch eine solide und genaue Kalibration bereitzustellen, die ihr NIR System bessere Ergebnisse liefern lässt.

Vorteile für ihre NIR-Anwender (intern oder extern)

  • keine Initial-Kosten (keine Chemometrie Software Lizenz nötig),
  • kalkulierbare Betriebs Kosten (fix Betrag statt nach Aufwand und Stundensatz) (Kalibrationsentwicklung, Kalibrations-Pflege)
  • einfach Anwendbar (keine Chemometrie- und Software-Trainings),
  • schneller Einsatzbereit (keine Kalibrations-Entwicklungs Arbeit) und
  • bessere Kalibrationen (precision, accuracy, robustness, …)

Unsere kostenpflichtige Serviceleistung beruht auf der Kalibrationsentwicklung und der jährlichen Kalibrationsnutzung.
Dabei kann die Kalibrationsentwicklung und Kalibrationsnutzung auch getrennt voneinander (Hersteller / User) erfolgen.

Für Sie als Spektrometer Hersteller kommt so die Möglichkeit hinzu, dass Sie für bestimmte Applikationen ihr System Vorkalibriert ausliefern können, ohne dass Software-Lizenz-Kosten fällig werden. Und ohne dass ihre Applikations-Spezialisten zusätzliche Kalibrationsleistung erbringen müssen.

Die einzigartigen Vorteile unseres Calibrations-Service zusammen mit dem free NIR-Predictor sind:

  • keine Software Lizenz Kosten (Chemometrie Software, Predictor Software, OEM integration)
  • kein Chemometrie Know-How nötig
  • kein Zeitaufwand nötig um optimale NIR-Kalibrationen zu entwickeln.

Bei Interesse zur Nutzung/Evaluation des Services :

Über CalibrationModel.com : Zeit- und Wissens-intensive Erstellung und Optimierung von chemometrischen Auswertemethoden für Spektrometer als Service, um präzisere Analysen- und Messergebnisse zu ermöglichen.

see also

Paradigm Change in NIR

Five Mistakes to avoid on Digitalization in NIR

NIR - Total cost of ownership (TCO)

OEM / White Label Software

White Paper


La digitalizzazione sta progredendo, anche nella spettroscopia NIR, che consente l'uso di sensori intelligenti in miniatura addestrabili, ad esempio per analisi nei settori alimentare e dei mangimi, chimico e farmaceutico.

La calibrazione è il cuore di un sensore di spettroscopia NIR, consente le numerose applicazioni e non dovrebbe quindi essere l'anello più debole della catena di misura.

Lo sviluppo delle calibrazioni che trasformano gli spettrometri NIR in sensori intelligenti viene effettuato manualmente da esperti (specialista NIR, chemiometrista, scienziato dei dati) con il cosiddetto software di chemiometria.

Ciò richiede molto tempo (time to market) e il risultato dipende dalla persona ed è quindi subottimale, perché ogni esperto ha il suo modo di procedere preferito.
Inoltre, le calibrazioni devono essere mantenute, poiché nel frattempo sono stati raccolti nuovi dati che possono essere utilizzati per ampliare e migliorare le calibrazioni.

Qui entra in gioco il nostro servizio automatizzato, che combina le conoscenze e le buone pratiche della spettroscopia NIR e della chemiometria in un unico software e genera calibrazioni ottimali mediante l'apprendimento automatico.

Su questa base, abbiamo sviluppato una piattaforma tecnologica completa (Time to Market), che copre l'intero processo dall'invio dei dati NIR + Lab, alla calibrazione NIR come servizio, dall'acquisto online delle calibrazioni, al software NIR Predictor, che valuta direttamente i dati NIR appena misurati a livello locale e genera rapporti sui risultati.

Oltre alla versione desktop gratuita con interfaccia utente, il NIR Predictor può essere integrato (OEM). Questo può essere integrato in parallelo come complemento al vostro Predictor attuale, permettendo all'utente di scegliere come vuole calibrare.
Questo vi offre il vantaggio negli studi di fattibilità NIR e nelle valutazioni degli spettrometri NIR per fornire rapidamente al cliente una calibrazione solida e accurata che farà sì che il vostro sistema NIR fornisca risultati migliori.

Vantaggi per i vostri utenti NIR (interni o esterni)

  • nessun costo iniziale (non è necessaria la licenza del software di chemiometria),
  • costi operativi calcolabili (importo fisso anziché tariffa oraria) (sviluppo della taratura, manutenzione della taratura)
  • facile da usare (nessuna chemiometria e formazione software),
  • più veloce da usare (nessun lavoro di sviluppo di calibrazione) e
  • calibrazioni migliori (precisione, accuratezza, robustezza, ...)

Il nostro servizio a pagamento si basa sullo sviluppo della taratura e sull'utilizzo annuale della taratura.
Lo sviluppo della taratura e l'uso della taratura possono essere effettuati anche separatamente (produttore/utente).

Per voi, in qualità di produttori di spettrometri, ciò significa che potete fornire il vostro sistema pre-calibrato per determinate applicazioni senza incorrere in costi di licenza del software. E senza che i vostri specialisti delle applicazioni debbano fornire ulteriori servizi di taratura.

I vantaggi unici del nostro servizio di calibrazione insieme al predittore NIR Predictor gratuito sono:

  • nessun costo di licenza software (software di chemiometria, software di previsione, integrazione OEM)
  • non è necessario alcun know-how in chemiometria
  • non c'è bisogno di tempo per sviluppare calibrazioni NIR ottimali.

Se interessati all'uso/valutazione del servizio :

Informazioni su CalibrationModel.com : Creazione e ottimizzazione dei metodi di valutazione chemiometrica per gli spettrometri come servizio per consentire analisi e risultati di misura più precisi.

see also

Paradigm Change in NIR

Five Mistakes to avoid on Digitalization in NIR

NIR - Total cost of ownership (TCO)

OEM / White Label Software

White Paper

Spectroscopy and Chemometrics News Weekly #22, 2020Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #22, 2020Spettroscopia e Chemiometria Weekly News #22, 2020

NIR Calibration-Model Services

New Free NIR-Predictor V2.6 software is released - Reads and predicts *.spc spectra file format (Thermo-Scientific / Galactic GRAMS) - Spectra Plots on the Prediction Reports NIRS NIR Spectroscopy Spectrometer QualityControl Lab Laboratory Analysis LINK
Spectra Plot


Spectroscopy and Chemometrics News Weekly 21, 2020 | 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 21, 2020 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 21, 2020 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near-Infrared Spectroscopy (NIRS)

"NIR spectroscopy application for determination caffeine content of Arabica green bean coffee" LINK

"Review of NIR spectroscopy methods for nondestructive quality analysis of oilseeds and edible oils" LINK

"Omega-3 and Omega-6 Determination in Nile Tilapia's Fillet Based on MicroNIR Spectroscopy and Multivariate Calibration" LINK

"Determination of metmyoglobin in cooked tan mutton using Vis/NIR hyperspectral imaging system" LINK

"Prediction of water content in Lintong green bean coffee using FT-NIRS and PLS method" LINK

Discrimination of legal and illegal Cannabis spp. according to European legislation using near infrared spectroscopy and chemometrics. LINK

"A system using in situ NIRS sensors for the detection of product failing to meet quality standards and the prediction of optimal postharvest shelf-life in the case of oranges kept in cold storage" LINK

"Estimation of Harumanis (Mangifera indica L.) Sweetness using Near-Infrared (NIR) Spectroscopy" LINK

"Near-Infrared (NIR) Spectroscopy to Differentiate Longissimus thoracis et lumborum (LTL) Muscles of Game Species" LINK




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

"Rapid and Non-destructive Detecting Frying Times of Peanut Oil Based on Near Infrared Reflectance Spectroscopy" LINK

"Different Supervised and unsupervised classification approaches based on Visible/Near infrared spectral analysis for discrimination of microbial contaminated lettuce …" LINK

"Nondestructive determination of lignin content in Korla fragrant pear based on near-infrared spectroscopy" LINK

"Monitoring the Progress and Healing Status of Burn Wounds Using Infrared Spectroscopy" LINK

"Detection of melamine and sucrose as adulterants in milk powder using near-infrared spectroscopy with DD-SIMCA as one-class classifier and MCR-ALS ... forensic evidence" LINK

"Differentiating Between Malignant Mesothelioma and Other Pleural Lesions Using Fourier Transform Infrared Spectroscopy" LINK

"Confirmation of brand identification in infant formulas by near-infrared spectroscopy fingerprints" LINK

"Near-infrared spectroscopy of the placenta for monitoring fetal oxygenation during labour." LINK

"Impact of H2O on atmospheric CH4 measurement in near-infrared absorption spectroscopy." LINK

"Application of near-infrared hyperspectral imaging to identify a variety of silage maize seeds and common maize seeds" LINK

"Protein, weight, and oil prediction by single-seed near-infrared spectroscopy for selection of seed quality and yield traits in pea (Pisum sativum)." phenotyping LINK

"Multiple-depth Modeling of Soil Organic Carbon using Visible–Near Infrared Spectroscopy" LINK

"Non-Invasive Blood Glucose Monitoring using Near-Infrared Spectroscopy based on Internet of Things using Machine Learning" LINK

"Simultaneous determination of antioxidant properties and total phenolic content of Siraitia grosvenorii by near infrared spectroscopy" LINK

"Rapid quantitative detection of mineral oil contamination in vegetable oil by near-infrared spectroscopy" LINK

"Estimating δ15N and δ13C in Barley and Pea Mixtures Using Near-Infrared Spectroscopy with Genetic Algorithm Based Partial Least Squares Regression" LINK

"Investigating the Quality of Antimalarial Generic Medicines Using Portable Near-Infrared Spectroscopy" LINK

"THE DETERMINATION OF FATTY ACIDS IN CHEESES OF VARIABLE COMPOSITION (COW, EWE'S, AND GOAT) BY MEANS OF NEAR INFRARED SPECTROSCOPY" LINK

"Protein, weight, and oil prediction by singleseed nearinfrared spectroscopy for selection of seed quality and yield traits in pea (Pisum sativum)" LINK




Raman Spectroscopy

"Raman Technology for Today's Spectroscopists" LINK

"Diagnosis of Citrus Greening using Raman Spectroscopy-Based Pattern Recognition" LINK




Hyperspectral Imaging (HSI)

"Classification of Hyperspectral Endocrine Tissue Images Using Support Vector Machines." LINK

"Using dual-channel CNN to classify hyperspectral image based on spatial-spectral information" LINK

"Diagnosis of Late Blight of Potato Leaves Based on Deep Learning Hyperspectral Images" LINK

"Rapid detection of quality index of postharvest fresh tea leaves using hyperspectral imaging." LINK

"Applied Sciences, Vol. 10, Pages 2259: Hyperspectral Inversion Model of Chlorophyll Content in Peanut Leaves" LINK

"Non-Destructive Detection of Tea Leaf Chlorophyll Content Using Hyperspectral Reflectance and Machine Learning Algorithms" LINK

"Rapid detection of quality index of postharvest fresh tea leaves using hyperspectral imaging" LINK




Chemometrics and Machine Learning

"Rapid detection of saffron (Crocus sativus L.) Adulterated with lotus stamens and corn stigmas by near-infrared spectroscopy and chemometrics" LINK

"Simultaneous quantification of active constituents and antioxidant capability of green tea using NIR spectroscopy coupled with swarm intelligence algorithm" LINK

"Comparison of CNN Algorithms on Hyperspectral Image Classification in Agricultural Lands" LINK

"Molecules, Vol. 25, Pages 1453: Characterization, Quantification and Quality Assessment of Avocado (Persea americana Mill.) Oils" LINK

"Identification of Tea Diseases Based on Spectral Reflectance and Machine Learning" LINK

"Machine learning estimators for the quantity and quality of grass swards used for silage production using drone-based imaging spectrometry and …" LINK




Research on Spectroscopy

"Lanthanide complexes with N-(2, 6-dimethylphenyl) oxamate: Synthesis, characterisation and cytotoxicity" LINK

"Automatisierte und digitale Dokumentation der Applikation organischer Düngemittel" LINK




Equipment for Spectroscopy

"Evaluation of Depth Measurement Method Based on Spectral Characteristics Using Hyperspectrometer" LINK

"Monitoring wine fermentation deviations using an ATR-MIR spectrometer and MSPC charts" LINK




Process Control and NIR Sensors

"Process analytical technology tools for process control of roller compaction in solid pharmaceuticals manufacturing." LINK




Agriculture NIR-Spectroscopy Usage

"The effect of bubble formation within carbonated drinks on the brewage foamability, bubble dynamics and sensory perception by consumers" LINK

"Rapid Measurement of Soybean Seed Viability Using Kernel-Based Multispectral Image Analysis" LINK

"Remote Sensing, Vol. 12, Pages 1256: Crop Separability from Individual and Combined Airborne Imaging Spectroscopy and UAV Multispectral Data" LINK

"Portable IoT NIR Spectrometer for Detecting Undesirable Substances in Forages of Dairy Farms" LINK

"Hyperspectral imaging using multivariate analysis for simulation and prediction of agricultural crops in Ningxia, China" LINK

"Automatisierte und digitale Dokumentation der Applikation organischer Düngemittel" LINK




Horticulture NIR-Spectroscopy Applications

" Nondestructive determining the soluble solids content of citrus using near infrared transmittance technology combined with the variable selection algorithm" LINK




Food & Feed Industry NIR Usage

"Statistical Analysis of Protein Content in Wheat Germplasm Based on Near-infrared Reflectance Spectroscopy" LINK

"Prediction of infertile chicken eggs before hatching by the Naïve-Bayes method combined with visible near infrared transmission spectroscopy" LINK




Other

"Microsoft lays off journalists to replace them with AI" LINK





NIR Calibration-Model Services

New Free NIR-Predictor V2.6 software is released - Reads and predicts *.spc spectra file format (Thermo-Scientific / Galactic GRAMS) - Spectra Plots on the Prediction Reports NIRS NIR Spectroscopy Spectrometer QualityControl Lab Laboratory Analysis LINK
Spectra Plot


Spectroscopy and Chemometrics News Weekly 21, 2020 | 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 21, 2020 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 21, 2020 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near-Infrared Spectroscopy (NIRS)

"NIR spectroscopy application for determination caffeine content of Arabica green bean coffee" LINK

"Review of NIR spectroscopy methods for nondestructive quality analysis of oilseeds and edible oils" LINK

"Omega-3 and Omega-6 Determination in Nile Tilapia's Fillet Based on MicroNIR Spectroscopy and Multivariate Calibration" LINK

"Determination of metmyoglobin in cooked tan mutton using Vis/NIR hyperspectral imaging system" LINK

"Prediction of water content in Lintong green bean coffee using FT-NIRS and PLS method" LINK

Discrimination of legal and illegal Cannabis spp. according to European legislation using near infrared spectroscopy and chemometrics. LINK

"A system using in situ NIRS sensors for the detection of product failing to meet quality standards and the prediction of optimal postharvest shelf-life in the case of oranges kept in cold storage" LINK

"Estimation of Harumanis (Mangifera indica L.) Sweetness using Near-Infrared (NIR) Spectroscopy" LINK

"Near-Infrared (NIR) Spectroscopy to Differentiate Longissimus thoracis et lumborum (LTL) Muscles of Game Species" LINK




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

"Rapid and Non-destructive Detecting Frying Times of Peanut Oil Based on Near Infrared Reflectance Spectroscopy" LINK

"Different Supervised and unsupervised classification approaches based on Visible/Near infrared spectral analysis for discrimination of microbial contaminated lettuce …" LINK

"Nondestructive determination of lignin content in Korla fragrant pear based on near-infrared spectroscopy" LINK

"Monitoring the Progress and Healing Status of Burn Wounds Using Infrared Spectroscopy" LINK

"Detection of melamine and sucrose as adulterants in milk powder using near-infrared spectroscopy with DD-SIMCA as one-class classifier and MCR-ALS ... forensic evidence" LINK

"Differentiating Between Malignant Mesothelioma and Other Pleural Lesions Using Fourier Transform Infrared Spectroscopy" LINK

"Confirmation of brand identification in infant formulas by near-infrared spectroscopy fingerprints" LINK

"Near-infrared spectroscopy of the placenta for monitoring fetal oxygenation during labour." LINK

"Impact of H2O on atmospheric CH4 measurement in near-infrared absorption spectroscopy." LINK

"Application of near-infrared hyperspectral imaging to identify a variety of silage maize seeds and common maize seeds" LINK

"Protein, weight, and oil prediction by single-seed near-infrared spectroscopy for selection of seed quality and yield traits in pea (Pisum sativum)." phenotyping LINK

"Multiple-depth Modeling of Soil Organic Carbon using Visible–Near Infrared Spectroscopy" LINK

"Non-Invasive Blood Glucose Monitoring using Near-Infrared Spectroscopy based on Internet of Things using Machine Learning" LINK

"Simultaneous determination of antioxidant properties and total phenolic content of Siraitia grosvenorii by near infrared spectroscopy" LINK

"Rapid quantitative detection of mineral oil contamination in vegetable oil by near-infrared spectroscopy" LINK

"Estimating δ15N and δ13C in Barley and Pea Mixtures Using Near-Infrared Spectroscopy with Genetic Algorithm Based Partial Least Squares Regression" LINK

"Investigating the Quality of Antimalarial Generic Medicines Using Portable Near-Infrared Spectroscopy" LINK

"THE DETERMINATION OF FATTY ACIDS IN CHEESES OF VARIABLE COMPOSITION (COW, EWE'S, AND GOAT) BY MEANS OF NEAR INFRARED SPECTROSCOPY" LINK

"Protein, weight, and oil prediction by singleseed nearinfrared spectroscopy for selection of seed quality and yield traits in pea (Pisum sativum)" LINK




Raman Spectroscopy

"Raman Technology for Today's Spectroscopists" LINK

"Diagnosis of Citrus Greening using Raman Spectroscopy-Based Pattern Recognition" LINK




Hyperspectral Imaging (HSI)

"Classification of Hyperspectral Endocrine Tissue Images Using Support Vector Machines." LINK

"Using dual-channel CNN to classify hyperspectral image based on spatial-spectral information" LINK

"Diagnosis of Late Blight of Potato Leaves Based on Deep Learning Hyperspectral Images" LINK

"Rapid detection of quality index of postharvest fresh tea leaves using hyperspectral imaging." LINK

"Applied Sciences, Vol. 10, Pages 2259: Hyperspectral Inversion Model of Chlorophyll Content in Peanut Leaves" LINK

"Non-Destructive Detection of Tea Leaf Chlorophyll Content Using Hyperspectral Reflectance and Machine Learning Algorithms" LINK

"Rapid detection of quality index of postharvest fresh tea leaves using hyperspectral imaging" LINK




Chemometrics and Machine Learning

"Rapid detection of saffron (Crocus sativus L.) Adulterated with lotus stamens and corn stigmas by near-infrared spectroscopy and chemometrics" LINK

"Simultaneous quantification of active constituents and antioxidant capability of green tea using NIR spectroscopy coupled with swarm intelligence algorithm" LINK

"Comparison of CNN Algorithms on Hyperspectral Image Classification in Agricultural Lands" LINK

"Molecules, Vol. 25, Pages 1453: Characterization, Quantification and Quality Assessment of Avocado (Persea americana Mill.) Oils" LINK

"Identification of Tea Diseases Based on Spectral Reflectance and Machine Learning" LINK

"Machine learning estimators for the quantity and quality of grass swards used for silage production using drone-based imaging spectrometry and …" LINK




Research on Spectroscopy

"Lanthanide complexes with N-(2, 6-dimethylphenyl) oxamate: Synthesis, characterisation and cytotoxicity" LINK

"Automatisierte und digitale Dokumentation der Applikation organischer Düngemittel" LINK




Equipment for Spectroscopy

"Evaluation of Depth Measurement Method Based on Spectral Characteristics Using Hyperspectrometer" LINK

"Monitoring wine fermentation deviations using an ATR-MIR spectrometer and MSPC charts" LINK




Process Control and NIR Sensors

"Process analytical technology tools for process control of roller compaction in solid pharmaceuticals manufacturing." LINK




Agriculture NIR-Spectroscopy Usage

"The effect of bubble formation within carbonated drinks on the brewage foamability, bubble dynamics and sensory perception by consumers" LINK

"Rapid Measurement of Soybean Seed Viability Using Kernel-Based Multispectral Image Analysis" LINK

"Remote Sensing, Vol. 12, Pages 1256: Crop Separability from Individual and Combined Airborne Imaging Spectroscopy and UAV Multispectral Data" LINK

"Portable IoT NIR Spectrometer for Detecting Undesirable Substances in Forages of Dairy Farms" LINK

"Hyperspectral imaging using multivariate analysis for simulation and prediction of agricultural crops in Ningxia, China" LINK

"Automatisierte und digitale Dokumentation der Applikation organischer Düngemittel" LINK




Horticulture NIR-Spectroscopy Applications

" Nondestructive determining the soluble solids content of citrus using near infrared transmittance technology combined with the variable selection algorithm" LINK




Food & Feed Industry NIR Usage

"Statistical Analysis of Protein Content in Wheat Germplasm Based on Near-infrared Reflectance Spectroscopy" LINK

"Prediction of infertile chicken eggs before hatching by the Naïve-Bayes method combined with visible near infrared transmission spectroscopy" LINK




Other

"Microsoft lays off journalists to replace them with AI" LINK





NIR Calibration-Model Services

New Free NIR-Predictor V2.6 software is released - Reads and predicts *.spc spectra file format (Thermo-Scientific / Galactic GRAMS) - Spectra Plots on the Prediction Reports NIRS NIR Spectroscopy Spectrometer QualityControl Lab Laboratory Analysis LINK
Spectra Plot


Spectroscopy and Chemometrics News Weekly 21, 2020 | 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 21, 2020 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 21, 2020 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near-Infrared Spectroscopy (NIRS)

"NIR spectroscopy application for determination caffeine content of Arabica green bean coffee" LINK

"Review of NIR spectroscopy methods for nondestructive quality analysis of oilseeds and edible oils" LINK

"Omega-3 and Omega-6 Determination in Nile Tilapia's Fillet Based on MicroNIR Spectroscopy and Multivariate Calibration" LINK

"Determination of metmyoglobin in cooked tan mutton using Vis/NIR hyperspectral imaging system" LINK

"Prediction of water content in Lintong green bean coffee using FT-NIRS and PLS method" LINK

Discrimination of legal and illegal Cannabis spp. according to European legislation using near infrared spectroscopy and chemometrics. LINK

"A system using in situ NIRS sensors for the detection of product failing to meet quality standards and the prediction of optimal postharvest shelf-life in the case of oranges kept in cold storage" LINK

"Estimation of Harumanis (Mangifera indica L.) Sweetness using Near-Infrared (NIR) Spectroscopy" LINK

"Near-Infrared (NIR) Spectroscopy to Differentiate Longissimus thoracis et lumborum (LTL) Muscles of Game Species" LINK




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

"Rapid and Non-destructive Detecting Frying Times of Peanut Oil Based on Near Infrared Reflectance Spectroscopy" LINK

"Different Supervised and unsupervised classification approaches based on Visible/Near infrared spectral analysis for discrimination of microbial contaminated lettuce …" LINK

"Nondestructive determination of lignin content in Korla fragrant pear based on near-infrared spectroscopy" LINK

"Monitoring the Progress and Healing Status of Burn Wounds Using Infrared Spectroscopy" LINK

"Detection of melamine and sucrose as adulterants in milk powder using near-infrared spectroscopy with DD-SIMCA as one-class classifier and MCR-ALS ... forensic evidence" LINK

"Differentiating Between Malignant Mesothelioma and Other Pleural Lesions Using Fourier Transform Infrared Spectroscopy" LINK

"Confirmation of brand identification in infant formulas by near-infrared spectroscopy fingerprints" LINK

"Near-infrared spectroscopy of the placenta for monitoring fetal oxygenation during labour." LINK

"Impact of H2O on atmospheric CH4 measurement in near-infrared absorption spectroscopy." LINK

"Application of near-infrared hyperspectral imaging to identify a variety of silage maize seeds and common maize seeds" LINK

"Protein, weight, and oil prediction by single-seed near-infrared spectroscopy for selection of seed quality and yield traits in pea (Pisum sativum)." phenotyping LINK

"Multiple-depth Modeling of Soil Organic Carbon using Visible–Near Infrared Spectroscopy" LINK

"Non-Invasive Blood Glucose Monitoring using Near-Infrared Spectroscopy based on Internet of Things using Machine Learning" LINK

"Simultaneous determination of antioxidant properties and total phenolic content of Siraitia grosvenorii by near infrared spectroscopy" LINK

"Rapid quantitative detection of mineral oil contamination in vegetable oil by near-infrared spectroscopy" LINK

"Estimating δ15N and δ13C in Barley and Pea Mixtures Using Near-Infrared Spectroscopy with Genetic Algorithm Based Partial Least Squares Regression" LINK

"Investigating the Quality of Antimalarial Generic Medicines Using Portable Near-Infrared Spectroscopy" LINK

"THE DETERMINATION OF FATTY ACIDS IN CHEESES OF VARIABLE COMPOSITION (COW, EWE'S, AND GOAT) BY MEANS OF NEAR INFRARED SPECTROSCOPY" LINK

"Protein, weight, and oil prediction by singleseed nearinfrared spectroscopy for selection of seed quality and yield traits in pea (Pisum sativum)" LINK




Raman Spectroscopy

"Raman Technology for Today's Spectroscopists" LINK

"Diagnosis of Citrus Greening using Raman Spectroscopy-Based Pattern Recognition" LINK




Hyperspectral Imaging (HSI)

"Classification of Hyperspectral Endocrine Tissue Images Using Support Vector Machines." LINK

"Using dual-channel CNN to classify hyperspectral image based on spatial-spectral information" LINK

"Diagnosis of Late Blight of Potato Leaves Based on Deep Learning Hyperspectral Images" LINK

"Rapid detection of quality index of postharvest fresh tea leaves using hyperspectral imaging." LINK

"Applied Sciences, Vol. 10, Pages 2259: Hyperspectral Inversion Model of Chlorophyll Content in Peanut Leaves" LINK

"Non-Destructive Detection of Tea Leaf Chlorophyll Content Using Hyperspectral Reflectance and Machine Learning Algorithms" LINK

"Rapid detection of quality index of postharvest fresh tea leaves using hyperspectral imaging" LINK




Chemometrics and Machine Learning

"Rapid detection of saffron (Crocus sativus L.) Adulterated with lotus stamens and corn stigmas by near-infrared spectroscopy and chemometrics" LINK

"Simultaneous quantification of active constituents and antioxidant capability of green tea using NIR spectroscopy coupled with swarm intelligence algorithm" LINK

"Comparison of CNN Algorithms on Hyperspectral Image Classification in Agricultural Lands" LINK

"Molecules, Vol. 25, Pages 1453: Characterization, Quantification and Quality Assessment of Avocado (Persea americana Mill.) Oils" LINK

"Identification of Tea Diseases Based on Spectral Reflectance and Machine Learning" LINK

"Machine learning estimators for the quantity and quality of grass swards used for silage production using drone-based imaging spectrometry and …" LINK




Research on Spectroscopy

"Lanthanide complexes with N-(2, 6-dimethylphenyl) oxamate: Synthesis, characterisation and cytotoxicity" LINK

"Automatisierte und digitale Dokumentation der Applikation organischer Düngemittel" LINK




Equipment for Spectroscopy

"Evaluation of Depth Measurement Method Based on Spectral Characteristics Using Hyperspectrometer" LINK

"Monitoring wine fermentation deviations using an ATR-MIR spectrometer and MSPC charts" LINK




Process Control and NIR Sensors

"Process analytical technology tools for process control of roller compaction in solid pharmaceuticals manufacturing." LINK




Agriculture NIR-Spectroscopy Usage

"The effect of bubble formation within carbonated drinks on the brewage foamability, bubble dynamics and sensory perception by consumers" LINK

"Rapid Measurement of Soybean Seed Viability Using Kernel-Based Multispectral Image Analysis" LINK

"Remote Sensing, Vol. 12, Pages 1256: Crop Separability from Individual and Combined Airborne Imaging Spectroscopy and UAV Multispectral Data" LINK

"Portable IoT NIR Spectrometer for Detecting Undesirable Substances in Forages of Dairy Farms" LINK

"Hyperspectral imaging using multivariate analysis for simulation and prediction of agricultural crops in Ningxia, China" LINK

"Automatisierte und digitale Dokumentation der Applikation organischer Düngemittel" LINK




Horticulture NIR-Spectroscopy Applications

" Nondestructive determining the soluble solids content of citrus using near infrared transmittance technology combined with the variable selection algorithm" LINK




Food & Feed Industry NIR Usage

"Statistical Analysis of Protein Content in Wheat Germplasm Based on Near-infrared Reflectance Spectroscopy" LINK

"Prediction of infertile chicken eggs before hatching by the Naïve-Bayes method combined with visible near infrared transmission spectroscopy" LINK




Other

"Microsoft lays off journalists to replace them with AI" LINK





Spectroscopy and Chemometrics News Weekly #49, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #49, 2019Spettroscopia e Chemiometria Weekly News #49, 2019

CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 48, 2019 | NIRS NIR Spectroscopy machinelearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Check LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 48 2019 | NIRS NIR Spektroskopie MachineLearning Spektrometer SmartSensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Qualitätslabor LINK

Spettroscopia e Chemiometria Weekly News 48, 2019 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem datascience prediction LINK



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

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


Near Infrared (NIR)

"Development of near infrared reflectance spectroscopy (NIRS) calibration model to estimate the forage quality of shrub species" LINK

"Estimation and classification of popping expansion capacity in popcorn breeding programs using NIR spectroscopy" LINK

"Authentication of liquid egg composition using ATR-FTIR and NIR spectroscopy in combination with PCA" LINK

"Non-Destructive Method for Predicting Sapodilla Fruit Quality Using Near Infrared Spectroscopy" LINK

"Discrimination of white teas produced from fresh leaves with different maturity by near-infrared spectroscopy" LINK

"AI and InfraRed Spectroscopy to Accelerate Malaria Control" LINK

"Near infrared spectroscopic data for rapid and simultaneous prediction of quality attributes in intact mango fruits." LINK

"Reflectance Properties of Brown Mass Dyed Poly (ethylene terephthalate) Filament Yarns in the Visible-near Infrared Region" LINK

" The contribution of Visible Near Infrared Reflectance spectroscopy to colour determination: the case of the experimental ceramic briquettes" | Mineralogy, Petrology, Economic GeologyLINK

"Non-destructive measurement of soluble solids content of three melon cultivars using portable visible/near infrared spectroscopy" LINK

" Predicting plant available phosphorus using infrared spectroscopy with consideration for future mobile sensing applications in precision farming" LINK

"Molecules, Vol. 24, Pages 3900: Antioxidant Activity of Blueberry (Vaccinium spp.) Cultivar Leaves: Differences Across the Vegetative Stage and the Application of Near Infrared Spectroscopy" LINK




Hyperspectral

"A novel hyperspectral line-scan imaging method for whole surfaces of round shaped agricultural products" LINK

"Setting up a methodology to distinguish between green oranges and leaves using hyperspectral imaging" LINK

"Early detection of tomato spotted wilt virus infection in tobacco using the hyperspectral imaging technique and machine learning algorithms" LINK

"The Future of Hyperspectral Imaging" LINK

"Soil fertility status assessment using hyperspectral remote sensing" LINK




Chemometrics / Machine Learning

"Authentication of PGI Gragnano Pasta by Near Infrared (NIR) spectroscopy and chemometrics" LINK

" Prediction of Salt in Soil by PLS Regression Using Hyperspectral Laboratory Data" LINK

"Measurement of quality parameters of sugar beet juices using near-infrared spectroscopy and chemometrics" LINK

"Classification of oolong tea varieties based on hyperspectral imaging technology and BOSS-LightGBM model" LINK

"Analytical and sensory data correlation to understand consumers' grape preference" LINK




Process Control

" A review on mechanisms, screening and engineering for pest resistance in sugarcane (Saccharum spp)" LINK




Environment

"Visible and Near-Infrared Reflectance Spectroscopy Analysis of Soils" LINK

"Spektroradyometre teknigi ile toprak özelliklerinin belirlenmesi; Harran Ovasi cullap sulama birligi alani örnegi/Determination of soil properties using …" LINK




Agriculture

" Assessing plant performance in the Enviratron" LINK

"Broad near infrared spectroscopy calibrations can predict the nutritional value of over one hundred forage species within the Australian feedbase" LINK




Other

"The study of combustion characteristics of corn stalks and cobs via TGA-DTG-DSC analysis" LINK

" Gravimetric and Spectrophotometric Determination of Surface Wax Content in Maize Kernels" LINK

"Detection of Multi-frozen and Single-frozen Fish Using Optical Spectroscopy" LINK





CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 48, 2019 | NIRS NIR Spectroscopy machinelearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Check LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 48 2019 | NIRS NIR Spektroskopie MachineLearning Spektrometer SmartSensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Qualitätslabor LINK

Spettroscopia e Chemiometria Weekly News 48, 2019 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem datascience prediction LINK



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

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


Near Infrared (NIR)

"Development of near infrared reflectance spectroscopy (NIRS) calibration model to estimate the forage quality of shrub species" LINK

"Estimation and classification of popping expansion capacity in popcorn breeding programs using NIR spectroscopy" LINK

"Authentication of liquid egg composition using ATR-FTIR and NIR spectroscopy in combination with PCA" LINK

"Non-Destructive Method for Predicting Sapodilla Fruit Quality Using Near Infrared Spectroscopy" LINK

"Discrimination of white teas produced from fresh leaves with different maturity by near-infrared spectroscopy" LINK

"AI and InfraRed Spectroscopy to Accelerate Malaria Control" LINK

"Near infrared spectroscopic data for rapid and simultaneous prediction of quality attributes in intact mango fruits." LINK

"Reflectance Properties of Brown Mass Dyed Poly (ethylene terephthalate) Filament Yarns in the Visible-near Infrared Region" LINK

" The contribution of Visible Near Infrared Reflectance spectroscopy to colour determination: the case of the experimental ceramic briquettes" | Mineralogy, Petrology, Economic GeologyLINK

"Non-destructive measurement of soluble solids content of three melon cultivars using portable visible/near infrared spectroscopy" LINK

" Predicting plant available phosphorus using infrared spectroscopy with consideration for future mobile sensing applications in precision farming" LINK

"Molecules, Vol. 24, Pages 3900: Antioxidant Activity of Blueberry (Vaccinium spp.) Cultivar Leaves: Differences Across the Vegetative Stage and the Application of Near Infrared Spectroscopy" LINK




Hyperspectral

"A novel hyperspectral line-scan imaging method for whole surfaces of round shaped agricultural products" LINK

"Setting up a methodology to distinguish between green oranges and leaves using hyperspectral imaging" LINK

"Early detection of tomato spotted wilt virus infection in tobacco using the hyperspectral imaging technique and machine learning algorithms" LINK

"The Future of Hyperspectral Imaging" LINK

"Soil fertility status assessment using hyperspectral remote sensing" LINK




Chemometrics / Machine Learning

"Authentication of PGI Gragnano Pasta by Near Infrared (NIR) spectroscopy and chemometrics" LINK

" Prediction of Salt in Soil by PLS Regression Using Hyperspectral Laboratory Data" LINK

"Measurement of quality parameters of sugar beet juices using near-infrared spectroscopy and chemometrics" LINK

"Classification of oolong tea varieties based on hyperspectral imaging technology and BOSS-LightGBM model" LINK

"Analytical and sensory data correlation to understand consumers' grape preference" LINK




Process Control

" A review on mechanisms, screening and engineering for pest resistance in sugarcane (Saccharum spp)" LINK




Environment

"Visible and Near-Infrared Reflectance Spectroscopy Analysis of Soils" LINK

"Spektroradyometre teknigi ile toprak özelliklerinin belirlenmesi; Harran Ovasi cullap sulama birligi alani örnegi/Determination of soil properties using …" LINK




Agriculture

" Assessing plant performance in the Enviratron" LINK

"Broad near infrared spectroscopy calibrations can predict the nutritional value of over one hundred forage species within the Australian feedbase" LINK




Other

"The study of combustion characteristics of corn stalks and cobs via TGA-DTG-DSC analysis" LINK

" Gravimetric and Spectrophotometric Determination of Surface Wax Content in Maize Kernels" LINK

"Detection of Multi-frozen and Single-frozen Fish Using Optical Spectroscopy" LINK





CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 48, 2019 | NIRS NIR Spectroscopy machinelearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Check LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 48 2019 | NIRS NIR Spektroskopie MachineLearning Spektrometer SmartSensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Qualitätslabor LINK

Spettroscopia e Chemiometria Weekly News 48, 2019 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem datascience prediction LINK



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

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


Near Infrared (NIR)

"Development of near infrared reflectance spectroscopy (NIRS) calibration model to estimate the forage quality of shrub species" LINK

"Estimation and classification of popping expansion capacity in popcorn breeding programs using NIR spectroscopy" LINK

"Authentication of liquid egg composition using ATR-FTIR and NIR spectroscopy in combination with PCA" LINK

"Non-Destructive Method for Predicting Sapodilla Fruit Quality Using Near Infrared Spectroscopy" LINK

"Discrimination of white teas produced from fresh leaves with different maturity by near-infrared spectroscopy" LINK

"AI and InfraRed Spectroscopy to Accelerate Malaria Control" LINK

"Near infrared spectroscopic data for rapid and simultaneous prediction of quality attributes in intact mango fruits." LINK

"Reflectance Properties of Brown Mass Dyed Poly (ethylene terephthalate) Filament Yarns in the Visible-near Infrared Region" LINK

" The contribution of Visible Near Infrared Reflectance spectroscopy to colour determination: the case of the experimental ceramic briquettes" | Mineralogy, Petrology, Economic GeologyLINK

"Non-destructive measurement of soluble solids content of three melon cultivars using portable visible/near infrared spectroscopy" LINK

" Predicting plant available phosphorus using infrared spectroscopy with consideration for future mobile sensing applications in precision farming" LINK

"Molecules, Vol. 24, Pages 3900: Antioxidant Activity of Blueberry (Vaccinium spp.) Cultivar Leaves: Differences Across the Vegetative Stage and the Application of Near Infrared Spectroscopy" LINK




Hyperspectral

"A novel hyperspectral line-scan imaging method for whole surfaces of round shaped agricultural products" LINK

"Setting up a methodology to distinguish between green oranges and leaves using hyperspectral imaging" LINK

"Early detection of tomato spotted wilt virus infection in tobacco using the hyperspectral imaging technique and machine learning algorithms" LINK

"The Future of Hyperspectral Imaging" LINK

"Soil fertility status assessment using hyperspectral remote sensing" LINK




Chemometrics / Machine Learning

"Authentication of PGI Gragnano Pasta by Near Infrared (NIR) spectroscopy and chemometrics" LINK

" Prediction of Salt in Soil by PLS Regression Using Hyperspectral Laboratory Data" LINK

"Measurement of quality parameters of sugar beet juices using near-infrared spectroscopy and chemometrics" LINK

"Classification of oolong tea varieties based on hyperspectral imaging technology and BOSS-LightGBM model" LINK

"Analytical and sensory data correlation to understand consumers' grape preference" LINK




Process Control

" A review on mechanisms, screening and engineering for pest resistance in sugarcane (Saccharum spp)" LINK




Environment

"Visible and Near-Infrared Reflectance Spectroscopy Analysis of Soils" LINK

"Spektroradyometre teknigi ile toprak özelliklerinin belirlenmesi; Harran Ovasi cullap sulama birligi alani örnegi/Determination of soil properties using …" LINK




Agriculture

" Assessing plant performance in the Enviratron" LINK

"Broad near infrared spectroscopy calibrations can predict the nutritional value of over one hundred forage species within the Australian feedbase" LINK




Other

"The study of combustion characteristics of corn stalks and cobs via TGA-DTG-DSC analysis" LINK

" Gravimetric and Spectrophotometric Determination of Surface Wax Content in Maize Kernels" LINK

"Detection of Multi-frozen and Single-frozen Fish Using Optical Spectroscopy" LINK





Cost comparison / Price comparison of Chemometrics / Machine Learning / Data Science for NIR-Spectroscopy – Kostenvergleich / Preisvergleich von Chemometrie / Maschinelles Lernen / Data Science für die NIR-Spektroskopie – Confronto dei costi / Confronto dei prezzi della chemiometria / Apprendimento automatico / Scienza dei dati per la spettroscopia NIR

Reduce Operating Costs and Total Cost of Ownership (TCO) of NIR-Spectroscopy (NIRS) in the Digitalization Age.

NIR-Spectroscopy (NIRS) - Reduce cost, Increase revenue

Reduce Cost by automated NIR development.
Increase Revenue by higher accuracy NIR results.

CalibrationModel.com (CM) versus Others

Costs are not everything, there are other important factors listed in the table.

CM fix € pricing (approx.)Others € Price Range (approx.)
Software
included
Chemometric Packagenot‑needed
€3500 - €6500 per user
Chemometric Predictor
free‑software
€1500 - €2500 per NIR device
Knowledge
included
Chemometric Trainingnot‑needed
€1500 - €2500 per user
Chemometrician* Salarynot‑needed
1 years Salary / year
(+ risk of Employee Turnover)
Computation
included
Powerful Computer (many Processors, lot of RAM for big data)not‑needed
€1500 - €4500 per computer
Development and Usage
Development of a Calibration
€128
€80 - €150 / hour

of Chemometrician* using a Chemometric Software (click and wait) and applying it's knowledge

Usage of a Calibration
€60 / year
Total€178 in first year
€60 in second year
initial (min €8000 , max €15500)
+ 2 * (2 - 4)(hour to cost same! as CM service) * (€80 - €150) Chemometrician* work
no initial cost
very high initial costs
no personnel cost
high personnel* costs
constant CM services
risk of Employee Turnover
global knowledge
risk of only use personal knowledge
easy to calculate fix cost on demand
difficult to calculate variable cost on demand plus Chemometrician* Recruitment needed
Results :
calibration prediction performance
always reproducible highly optimized
only as good as your Chemometrician* daily condition
better prediction performance, due to best-of 10'000x calibrations
small size of experiments, non-optimal calibrations

See also:
pricing

Start Calibrate

*) Personnel / Chemometrician / Data Scientist / Data Analyst / Machine Learning Engineer :
We are not against it, we are one of them a long time ago, but the way the work is done is changing (see below).

2019 Digitalization and the Future of Work: Macroeconomic Consequences

2019 The Digitalization of the American Workforce

2017 Digitalization and the American workforce , full-report