Spectroscopy and Chemometrics/Machine-Learning News Weekly #42, 2022Spektroskopie und Chemometrie/Machine-Learning News Wöchentlich #42, 2022Spettroscopia e Chemiometria/Machine-Learning Weekly News #42, 2022

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 41, 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 41, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 41, 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)

"Quickly determination of resorcinol in compound modified double-base propellants based on near-infrared reflectance spectroscopy" LINK

"VNIR estimation of heavy metals concentrations in suburban soil with multi-scale geographically weighted regression" LINK

"Sorting of construction and demolition waste by combining LIBS with NIR spectroscopy" LINK

"Development of Inline Near-Infrared Spectroscopy Method for Real-Time Monitoring of Blend Uniformity of Direct Compression and Granulation-Based Products at ..." | LINK

"Utility of visible and near-infrared spectroscopy to predict base neutralizing capacity and lime requirement of quaternary soils" | LINK

"Fast determination of total solids content (TSC) and dry rubber content (DRC) of para rubber latex using near-infrared spectroscopy" LINK

"The knowledge domain and emerging trends in apple detection based on NIRS: A scientometric analysis with CiteSpace (1989-2021)" LINK

"Near infrared spectroscopy as a tool for agricultural expertise: identification of tomato seedlings" LINK

"Prediction of Veneer Moisture Content Based on Near Infrared Spectroscopy" LINK

"Intelligent Evaluation of Stone Cell Content of Korla Fragrant Pears by Vis/NIR Reflection Spectroscopy" LINK

"Detecting Starch-Head and Mildewed Fruit in Dried Hami Jujubes Using Visible/Near-Infrared Spectroscopy Combined with MRSA-SVM and Oversampling" LINK

"Tumor Microenvironment StimuliResponsive SingleNIRLaser Activated Synergistic Phototherapy for Hypoxic Cancer by Perylene Functionalized DualTargeted Upconversion Nanoparticles" LINK

"Improved identification and classification accuracy of wooden breast by jointly using near-infrared spectroscopy and compression speed" LINK

"First Report of the Detection of DENV1 Virus in Human Blood Plasma with Near-Infrared Spectroscopy" | dengue arbovirus LINK

"Analysis of plastics exposed to seabird stomach conditions, using Raman, mid-and near-infrared spectroscopy" LINK




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

"Application of Linear Additive Conditions for Near-Infrared Diffuse Reflectance Absorption Spectroscopy" LINK




Raman Spectroscopy

"Deep adversarial data augmentation for biomedical spectroscopy: Application to modelling Raman spectra of bone" LINK




Hyperspectral Imaging (HSI)

"Determination of Tibetan Tea Quality by Hyperspectral Imaging Technology and Multivariate Analysis" LINK




Chemometrics and Machine Learning

"A green and direct method for authentication of rosewood essential oil by handheld near infrared spectrometer and one-class classification modeling" LINK

"Agriculture : Prediction Model for Tea Polyphenol Content with Deep Features Extracted Using 1D and 2D Convolutional Neural Network" LINK




Optics for Spectroscopy

"Electrospun Polycaprolactone Fibers Doped with 1-Ethyl-3-methylimidazolium bis (trifluoromethylsulfonyl) imide and Poly (3, 4-ethylenedioxythiophene) for Neural ..." LINK




Agriculture NIR-Spectroscopy Usage

"Identification of Quantitative Trait Loci Associated with Seed Protein Concentration in a Pea Recombinant Inbred Line Population" LINK

"Agriculture : Physical and Chemical Characteristics of Native Maize from the Jalisco Highlands and Their Influence on the Nixtamalization Process" LINK

"Agronomy : A Study of Application and Comparison of Thermal Drying and Freeze Drying of Fresh Edamame Seeds in the Analysis of Seed Composition" LINK




Horticulture NIR-Spectroscopy Applications

"Application of ensemble neural-network method to integrated sugar content prediction model for citrus fruit using Vis/NIR spectroscopy." LINK

"Detection of Soluble Solids Content in Different Cultivated Fresh Jujubes Based on Variable Optimization and Model Update" LINK




Food & Feed Industry NIR Usage

"Application of near-infrared spectroscopy for the nondestructive analysis of wheat flour: A review" LINK

"Remote Sensing : Comparison of Winter Wheat Yield Estimation Based on Near-Surface Hyperspectral and UAV Hyperspectral Remote Sensing Data" LINK




Other

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

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 41, 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 41, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 41, 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)

"Quickly determination of resorcinol in compound modified double-base propellants based on near-infrared reflectance spectroscopy" LINK

"VNIR estimation of heavy metals concentrations in suburban soil with multi-scale geographically weighted regression" LINK

"Sorting of construction and demolition waste by combining LIBS with NIR spectroscopy" LINK

"Development of Inline Near-Infrared Spectroscopy Method for Real-Time Monitoring of Blend Uniformity of Direct Compression and Granulation-Based Products at ..." | LINK

"Utility of visible and near-infrared spectroscopy to predict base neutralizing capacity and lime requirement of quaternary soils" | LINK

"Fast determination of total solids content (TSC) and dry rubber content (DRC) of para rubber latex using near-infrared spectroscopy" LINK

"The knowledge domain and emerging trends in apple detection based on NIRS: A scientometric analysis with CiteSpace (1989-2021)" LINK

"Near infrared spectroscopy as a tool for agricultural expertise: identification of tomato seedlings" LINK

"Prediction of Veneer Moisture Content Based on Near Infrared Spectroscopy" LINK

"Intelligent Evaluation of Stone Cell Content of Korla Fragrant Pears by Vis/NIR Reflection Spectroscopy" LINK

"Detecting Starch-Head and Mildewed Fruit in Dried Hami Jujubes Using Visible/Near-Infrared Spectroscopy Combined with MRSA-SVM and Oversampling" LINK

"Tumor Microenvironment StimuliResponsive SingleNIRLaser Activated Synergistic Phototherapy for Hypoxic Cancer by Perylene Functionalized DualTargeted Upconversion Nanoparticles" LINK

"Improved identification and classification accuracy of wooden breast by jointly using near-infrared spectroscopy and compression speed" LINK

"First Report of the Detection of DENV1 Virus in Human Blood Plasma with Near-Infrared Spectroscopy" | dengue arbovirus LINK

"Analysis of plastics exposed to seabird stomach conditions, using Raman, mid-and near-infrared spectroscopy" LINK




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

"Application of Linear Additive Conditions for Near-Infrared Diffuse Reflectance Absorption Spectroscopy" LINK




Raman Spectroscopy

"Deep adversarial data augmentation for biomedical spectroscopy: Application to modelling Raman spectra of bone" LINK




Hyperspectral Imaging (HSI)

"Determination of Tibetan Tea Quality by Hyperspectral Imaging Technology and Multivariate Analysis" LINK




Chemometrics and Machine Learning

"A green and direct method for authentication of rosewood essential oil by handheld near infrared spectrometer and one-class classification modeling" LINK

"Agriculture : Prediction Model for Tea Polyphenol Content with Deep Features Extracted Using 1D and 2D Convolutional Neural Network" LINK




Optics for Spectroscopy

"Electrospun Polycaprolactone Fibers Doped with 1-Ethyl-3-methylimidazolium bis (trifluoromethylsulfonyl) imide and Poly (3, 4-ethylenedioxythiophene) for Neural ..." LINK




Agriculture NIR-Spectroscopy Usage

"Identification of Quantitative Trait Loci Associated with Seed Protein Concentration in a Pea Recombinant Inbred Line Population" LINK

"Agriculture : Physical and Chemical Characteristics of Native Maize from the Jalisco Highlands and Their Influence on the Nixtamalization Process" LINK

"Agronomy : A Study of Application and Comparison of Thermal Drying and Freeze Drying of Fresh Edamame Seeds in the Analysis of Seed Composition" LINK




Horticulture NIR-Spectroscopy Applications

"Application of ensemble neural-network method to integrated sugar content prediction model for citrus fruit using Vis/NIR spectroscopy." LINK

"Detection of Soluble Solids Content in Different Cultivated Fresh Jujubes Based on Variable Optimization and Model Update" LINK




Food & Feed Industry NIR Usage

"Application of near-infrared spectroscopy for the nondestructive analysis of wheat flour: A review" LINK

"Remote Sensing : Comparison of Winter Wheat Yield Estimation Based on Near-Surface Hyperspectral and UAV Hyperspectral Remote Sensing Data" LINK




Other

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

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 41, 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 41, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 41, 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)

"Quickly determination of resorcinol in compound modified double-base propellants based on near-infrared reflectance spectroscopy" LINK

"VNIR estimation of heavy metals concentrations in suburban soil with multi-scale geographically weighted regression" LINK

"Sorting of construction and demolition waste by combining LIBS with NIR spectroscopy" LINK

"Development of Inline Near-Infrared Spectroscopy Method for Real-Time Monitoring of Blend Uniformity of Direct Compression and Granulation-Based Products at ..." | LINK

"Utility of visible and near-infrared spectroscopy to predict base neutralizing capacity and lime requirement of quaternary soils" | LINK

"Fast determination of total solids content (TSC) and dry rubber content (DRC) of para rubber latex using near-infrared spectroscopy" LINK

"The knowledge domain and emerging trends in apple detection based on NIRS: A scientometric analysis with CiteSpace (1989-2021)" LINK

"Near infrared spectroscopy as a tool for agricultural expertise: identification of tomato seedlings" LINK

"Prediction of Veneer Moisture Content Based on Near Infrared Spectroscopy" LINK

"Intelligent Evaluation of Stone Cell Content of Korla Fragrant Pears by Vis/NIR Reflection Spectroscopy" LINK

"Detecting Starch-Head and Mildewed Fruit in Dried Hami Jujubes Using Visible/Near-Infrared Spectroscopy Combined with MRSA-SVM and Oversampling" LINK

"Tumor Microenvironment StimuliResponsive SingleNIRLaser Activated Synergistic Phototherapy for Hypoxic Cancer by Perylene Functionalized DualTargeted Upconversion Nanoparticles" LINK

"Improved identification and classification accuracy of wooden breast by jointly using near-infrared spectroscopy and compression speed" LINK

"First Report of the Detection of DENV1 Virus in Human Blood Plasma with Near-Infrared Spectroscopy" | dengue arbovirus LINK

"Analysis of plastics exposed to seabird stomach conditions, using Raman, mid-and near-infrared spectroscopy" LINK




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

"Application of Linear Additive Conditions for Near-Infrared Diffuse Reflectance Absorption Spectroscopy" LINK




Raman Spectroscopy

"Deep adversarial data augmentation for biomedical spectroscopy: Application to modelling Raman spectra of bone" LINK




Hyperspectral Imaging (HSI)

"Determination of Tibetan Tea Quality by Hyperspectral Imaging Technology and Multivariate Analysis" LINK




Chemometrics and Machine Learning

"A green and direct method for authentication of rosewood essential oil by handheld near infrared spectrometer and one-class classification modeling" LINK

"Agriculture : Prediction Model for Tea Polyphenol Content with Deep Features Extracted Using 1D and 2D Convolutional Neural Network" LINK




Optics for Spectroscopy

"Electrospun Polycaprolactone Fibers Doped with 1-Ethyl-3-methylimidazolium bis (trifluoromethylsulfonyl) imide and Poly (3, 4-ethylenedioxythiophene) for Neural ..." LINK




Agriculture NIR-Spectroscopy Usage

"Identification of Quantitative Trait Loci Associated with Seed Protein Concentration in a Pea Recombinant Inbred Line Population" LINK

"Agriculture : Physical and Chemical Characteristics of Native Maize from the Jalisco Highlands and Their Influence on the Nixtamalization Process" LINK

"Agronomy : A Study of Application and Comparison of Thermal Drying and Freeze Drying of Fresh Edamame Seeds in the Analysis of Seed Composition" LINK




Horticulture NIR-Spectroscopy Applications

"Application of ensemble neural-network method to integrated sugar content prediction model for citrus fruit using Vis/NIR spectroscopy." LINK

"Detection of Soluble Solids Content in Different Cultivated Fresh Jujubes Based on Variable Optimization and Model Update" LINK




Food & Feed Industry NIR Usage

"Application of near-infrared spectroscopy for the nondestructive analysis of wheat flour: A review" LINK

"Remote Sensing : Comparison of Winter Wheat Yield Estimation Based on Near-Surface Hyperspectral and UAV Hyperspectral Remote Sensing Data" LINK




Other

"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 #41, 2022Spektroskopie und Chemometrie/Machine-Learning News Wöchentlich #41, 2022Spettroscopia e Chemiometria/Machine-Learning Weekly News #41, 2022

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 40, 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 40, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 40, 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)

"Hybrid 1D-CNN and attention-based Bi-GRU neural networks for predicting moisture content of sand gravel using NIR spectroscopy" LINK

"Adaptation of stimulation duration to enhance auditory response in fNIRS block design" LINK

"Analysis of Perovskite Solar Cell Degradation over Time Using NIR Spectroscopy—A Novel Approach. Energies 2022, 15, 5397" LINK

"Near-Infrared Spectroscopy Enables Arthroscopic Histologic Grading of Human Knee Articular Cartilage" | LINK

"Estimation of chemical oxygen demand in different water systems by near-infrared spectroscopy" LINK

"Near-Infrared Spectroscopy for Determination of Cardiac Output Augmentation in a Swine Model of Ischemia-Reperfusion Injury" LINK

"Unsupervised analysis of NIRS spectra to assess complex plant traits: leaf senescence as a use case" | LINK

"End-of-Life Textile Recognition in a Circular Economy Perspective: A Methodological Approach Based on Near Infrared Spectroscopy" LINK

"Foods : Detecting Starch-Head and Mildewed Fruit in Dried Hami Jujubes Using Visible/Near-Infrared Spectroscopy Combined with MRSA-SVM and Oversampling" LINK

"Effective Mathematical Models for Cellulose Water Content Calculation from Absorbance/Wavenumber Shifts in Nir Spectrum" LINK

"Development of non-contact strawberry quality evaluation system using visible-near infrared spectroscopy: optimization of texture qualities prediction model" LINK

"Utilitas Hijauan untuk Sapi Perah di Jawa Timur dan Pengembangannya sebagai Database NIRS" LINK

"The New Avenue-Theoretical Simulation of NIR Spectra and its Potential in Analytical Applications" | LINK

"Vis-NIR Spectroscopy Combined with Bayes Classifier Applied to Wine Multi-brand Identification" | LINK

"An Exploration into the Optimization of Feature Wavelength Screening Methods in the Processing of Frozen Fish Classification Data in Near Infrared Spectroscopy" | LINK

"Agriculture : Establishment of Non-Destructive Methods for the Detection of Amylose and Fat Content in Single Rice Kernels Using Near-Infrared Spectroscopy" LINK

"Grouping Modeling Strategy for Hematocrit Analysis with Blood Vis-NIR Spectroscopy" | LINK

"Online Soluble Solids Content (SSC) Assessment of Multi-variety Tomatoes using Vis/NIRS Diffuse Transmission" LINK

"How Can We Unravel Complicated NIR Spectra?-Challenges of the Ozaki Group for the Last 30 Years-" LINK




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

"Monitoring the physical state of wood during multiple tensile load-unload cycles by the eigenvalue distribution of near infrared spectra" LINK

"Near Infrared Spectroscopy in peripheral artery disease and the diabetic foot: A systematic review" LINK




Hyperspectral Imaging (HSI)

"Discriminant analysis of maize haploid seeds using near-infrared hyperspectral imaging integrated with multivariate methods" LINK

"Foods : Study on Qualitative Impact Damage of Loquats Using Hyperspectral Technology Coupled with Texture Features" LINK

"Agronomy : Machine Learning-Based Hyperspectral and RGB Discrimination of Three Polyphagous Fungi Species Grown on Culture Media" LINK




Chemometrics and Machine Learning

"Agronomy : Predicting Sugarcane Biometric Parameters by UAV Multispectral Images and Machine Learning" LINK

"Germplasm variability-assisted near infrared reflectance spectroscopy chemometrics to develop multi-trait robust prediction models in rice" | LINK

"Remote Sensing : Deep and Machine Learning Image Classification of Coastal Wetlands Using Unpiloted Aircraft System Multispectral Images and Lidar Datasets" LINK

"Comparison of Vibrational Spectroscopic Techniques for Quantification of Water in Natural Deep Eutectic Solvents" LINK

"Germplasm variability-assisted near infrared reflectance spectroscopy chemometrics to develop multi-trait robust prediction models in rice" |) |) LINK

"Processes : Prospects and Challenges of AI and Neural Network Algorithms in MEMS Microcantilever Biosensors" LINK

"Inversion study of cadmium content in soil based on reflection spectroscopy and MSC-ELM model" LINK

"Applied Sciences : Vis-NIR Reflectance Spectroscopy and PLSR to Predict PCB Content in Severely Contaminated Soils: A Perspective Approach" LINK




Equipment for Spectroscopy

"Enhanced Thermal Stability and Energy Transfer by CrystalField Engineering in a Garnet Phosphor for Thermometry and NIRLED" LINK




Process Control and NIR Sensors

"Twin-screw melt granulation based high drug load tablet formulation. An industrial perspective on process transfer to a commercial manufacturing site" LINK




Environment NIR-Spectroscopy Application

"Mapping soil arsenic pollution at a brownfield site using satellite hyperspectral imagery and machine learning" LINK

" On-line soil sensing" LINK




Agriculture NIR-Spectroscopy Usage

"Polymers : Advancements in MXene‐Polymer Nanocomposites in Energy Storage and Biomedical Applications" LINK

"Foods : Prediction of Tea Polyphenols, Free Amino Acids and Caffeine Content in Tea Leaves during Wilting and Fermentation Using Hyperspectral Imaging" LINK

"Evaluating and defining agronomically relevant detection limits for spectral reflectance-based assessment of N uptake in wheat" LINK

"Cooperative combination of LIBS-based elemental analysis and near-infrared molecular fingerprinting for enhanced discrimination of geographical origin of soybean ..." LINK

"Uncrewed Aircraft Systems (UAS)-based detection of organic carbon with hyper-and multispectral sensors in cropland soils" |:264190 LINK

"Evaluation of Prediction of Indigestible Fiber Fraction (iNDF) of Whole-Crop Barley Silage by Using Non-Destructive Spectroscopic Techniques as a Fast-Screening ..." | LINK

"Agronomy : How Well Can Reflectance Spectroscopy Allocate Samples to Soil Fertility Classes?" LINK

"Plants : Kiwi Plant Canker Diagnosis Using Hyperspectral Signal Processing and Machine Learning: Detecting Symptoms Caused by Pseudomonas syringae pv. actinidiae" LINK

"Acidmodulated Synthesis of Novel Conjugated Microporous Polymers for Efficient Metalfree Photocatalytic Hydrogen Evolution" LINK




Food & Feed Industry NIR Usage

"Foods : Characterization of Botanical Origin of Italian Honey by Carbohydrate Composition and Volatile Organic Compounds (VOCs)" LINK




Beverage and Drink Industry NIR Usage

"Differences in optical properties and internal qualities of 'Fuji'apple produced in different areas of the Loess Plateau region" LINK

"Chemosensors : A Novel Voltammetric Electronic Tongue Based on Nanocomposites Modified Electrodes for the Discrimination of Red Wines from Different Geographical Origins" LINK




Pharma Industry NIR Usage

"Potensi Pemanfaatan Hijauan di Jawa Timur untuk Sapi Perah Berdasarkan Komposisi Kimia dan Fraksi Serat" LINK




Other

"Analysis of Remotely Piloted Aircraft Payload for Oil Spill Detection" LINK





.

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 40, 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 40, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 40, 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)

"Hybrid 1D-CNN and attention-based Bi-GRU neural networks for predicting moisture content of sand gravel using NIR spectroscopy" LINK

"Adaptation of stimulation duration to enhance auditory response in fNIRS block design" LINK

"Analysis of Perovskite Solar Cell Degradation over Time Using NIR Spectroscopy—A Novel Approach. Energies 2022, 15, 5397" LINK

"Near-Infrared Spectroscopy Enables Arthroscopic Histologic Grading of Human Knee Articular Cartilage" | LINK

"Estimation of chemical oxygen demand in different water systems by near-infrared spectroscopy" LINK

"Near-Infrared Spectroscopy for Determination of Cardiac Output Augmentation in a Swine Model of Ischemia-Reperfusion Injury" LINK

"Unsupervised analysis of NIRS spectra to assess complex plant traits: leaf senescence as a use case" | LINK

"End-of-Life Textile Recognition in a Circular Economy Perspective: A Methodological Approach Based on Near Infrared Spectroscopy" LINK

"Foods : Detecting Starch-Head and Mildewed Fruit in Dried Hami Jujubes Using Visible/Near-Infrared Spectroscopy Combined with MRSA-SVM and Oversampling" LINK

"Effective Mathematical Models for Cellulose Water Content Calculation from Absorbance/Wavenumber Shifts in Nir Spectrum" LINK

"Development of non-contact strawberry quality evaluation system using visible-near infrared spectroscopy: optimization of texture qualities prediction model" LINK

"Utilitas Hijauan untuk Sapi Perah di Jawa Timur dan Pengembangannya sebagai Database NIRS" LINK

"The New Avenue-Theoretical Simulation of NIR Spectra and its Potential in Analytical Applications" | LINK

"Vis-NIR Spectroscopy Combined with Bayes Classifier Applied to Wine Multi-brand Identification" | LINK

"An Exploration into the Optimization of Feature Wavelength Screening Methods in the Processing of Frozen Fish Classification Data in Near Infrared Spectroscopy" | LINK

"Agriculture : Establishment of Non-Destructive Methods for the Detection of Amylose and Fat Content in Single Rice Kernels Using Near-Infrared Spectroscopy" LINK

"Grouping Modeling Strategy for Hematocrit Analysis with Blood Vis-NIR Spectroscopy" | LINK

"Online Soluble Solids Content (SSC) Assessment of Multi-variety Tomatoes using Vis/NIRS Diffuse Transmission" LINK

"How Can We Unravel Complicated NIR Spectra?-Challenges of the Ozaki Group for the Last 30 Years-" LINK




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

"Monitoring the physical state of wood during multiple tensile load-unload cycles by the eigenvalue distribution of near infrared spectra" LINK

"Near Infrared Spectroscopy in peripheral artery disease and the diabetic foot: A systematic review" LINK




Hyperspectral Imaging (HSI)

"Discriminant analysis of maize haploid seeds using near-infrared hyperspectral imaging integrated with multivariate methods" LINK

"Foods : Study on Qualitative Impact Damage of Loquats Using Hyperspectral Technology Coupled with Texture Features" LINK

"Agronomy : Machine Learning-Based Hyperspectral and RGB Discrimination of Three Polyphagous Fungi Species Grown on Culture Media" LINK




Chemometrics and Machine Learning

"Agronomy : Predicting Sugarcane Biometric Parameters by UAV Multispectral Images and Machine Learning" LINK

"Germplasm variability-assisted near infrared reflectance spectroscopy chemometrics to develop multi-trait robust prediction models in rice" | LINK

"Remote Sensing : Deep and Machine Learning Image Classification of Coastal Wetlands Using Unpiloted Aircraft System Multispectral Images and Lidar Datasets" LINK

"Comparison of Vibrational Spectroscopic Techniques for Quantification of Water in Natural Deep Eutectic Solvents" LINK

"Germplasm variability-assisted near infrared reflectance spectroscopy chemometrics to develop multi-trait robust prediction models in rice" |) |) LINK

"Processes : Prospects and Challenges of AI and Neural Network Algorithms in MEMS Microcantilever Biosensors" LINK

"Inversion study of cadmium content in soil based on reflection spectroscopy and MSC-ELM model" LINK

"Applied Sciences : Vis-NIR Reflectance Spectroscopy and PLSR to Predict PCB Content in Severely Contaminated Soils: A Perspective Approach" LINK




Equipment for Spectroscopy

"Enhanced Thermal Stability and Energy Transfer by CrystalField Engineering in a Garnet Phosphor for Thermometry and NIRLED" LINK




Process Control and NIR Sensors

"Twin-screw melt granulation based high drug load tablet formulation. An industrial perspective on process transfer to a commercial manufacturing site" LINK




Environment NIR-Spectroscopy Application

"Mapping soil arsenic pollution at a brownfield site using satellite hyperspectral imagery and machine learning" LINK

" On-line soil sensing" LINK




Agriculture NIR-Spectroscopy Usage

"Polymers : Advancements in MXene‐Polymer Nanocomposites in Energy Storage and Biomedical Applications" LINK

"Foods : Prediction of Tea Polyphenols, Free Amino Acids and Caffeine Content in Tea Leaves during Wilting and Fermentation Using Hyperspectral Imaging" LINK

"Evaluating and defining agronomically relevant detection limits for spectral reflectance-based assessment of N uptake in wheat" LINK

"Cooperative combination of LIBS-based elemental analysis and near-infrared molecular fingerprinting for enhanced discrimination of geographical origin of soybean ..." LINK

"Uncrewed Aircraft Systems (UAS)-based detection of organic carbon with hyper-and multispectral sensors in cropland soils" |:264190 LINK

"Evaluation of Prediction of Indigestible Fiber Fraction (iNDF) of Whole-Crop Barley Silage by Using Non-Destructive Spectroscopic Techniques as a Fast-Screening ..." | LINK

"Agronomy : How Well Can Reflectance Spectroscopy Allocate Samples to Soil Fertility Classes?" LINK

"Plants : Kiwi Plant Canker Diagnosis Using Hyperspectral Signal Processing and Machine Learning: Detecting Symptoms Caused by Pseudomonas syringae pv. actinidiae" LINK

"Acidmodulated Synthesis of Novel Conjugated Microporous Polymers for Efficient Metalfree Photocatalytic Hydrogen Evolution" LINK




Food & Feed Industry NIR Usage

"Foods : Characterization of Botanical Origin of Italian Honey by Carbohydrate Composition and Volatile Organic Compounds (VOCs)" LINK




Beverage and Drink Industry NIR Usage

"Differences in optical properties and internal qualities of 'Fuji'apple produced in different areas of the Loess Plateau region" LINK

"Chemosensors : A Novel Voltammetric Electronic Tongue Based on Nanocomposites Modified Electrodes for the Discrimination of Red Wines from Different Geographical Origins" LINK




Pharma Industry NIR Usage

"Potensi Pemanfaatan Hijauan di Jawa Timur untuk Sapi Perah Berdasarkan Komposisi Kimia dan Fraksi Serat" LINK




Other

"Analysis of Remotely Piloted Aircraft Payload for Oil Spill Detection" LINK





.

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 40, 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 40, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 40, 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)

"Hybrid 1D-CNN and attention-based Bi-GRU neural networks for predicting moisture content of sand gravel using NIR spectroscopy" LINK

"Adaptation of stimulation duration to enhance auditory response in fNIRS block design" LINK

"Analysis of Perovskite Solar Cell Degradation over Time Using NIR Spectroscopy—A Novel Approach. Energies 2022, 15, 5397" LINK

"Near-Infrared Spectroscopy Enables Arthroscopic Histologic Grading of Human Knee Articular Cartilage" | LINK

"Estimation of chemical oxygen demand in different water systems by near-infrared spectroscopy" LINK

"Near-Infrared Spectroscopy for Determination of Cardiac Output Augmentation in a Swine Model of Ischemia-Reperfusion Injury" LINK

"Unsupervised analysis of NIRS spectra to assess complex plant traits: leaf senescence as a use case" | LINK

"End-of-Life Textile Recognition in a Circular Economy Perspective: A Methodological Approach Based on Near Infrared Spectroscopy" LINK

"Foods : Detecting Starch-Head and Mildewed Fruit in Dried Hami Jujubes Using Visible/Near-Infrared Spectroscopy Combined with MRSA-SVM and Oversampling" LINK

"Effective Mathematical Models for Cellulose Water Content Calculation from Absorbance/Wavenumber Shifts in Nir Spectrum" LINK

"Development of non-contact strawberry quality evaluation system using visible-near infrared spectroscopy: optimization of texture qualities prediction model" LINK

"Utilitas Hijauan untuk Sapi Perah di Jawa Timur dan Pengembangannya sebagai Database NIRS" LINK

"The New Avenue-Theoretical Simulation of NIR Spectra and its Potential in Analytical Applications" | LINK

"Vis-NIR Spectroscopy Combined with Bayes Classifier Applied to Wine Multi-brand Identification" | LINK

"An Exploration into the Optimization of Feature Wavelength Screening Methods in the Processing of Frozen Fish Classification Data in Near Infrared Spectroscopy" | LINK

"Agriculture : Establishment of Non-Destructive Methods for the Detection of Amylose and Fat Content in Single Rice Kernels Using Near-Infrared Spectroscopy" LINK

"Grouping Modeling Strategy for Hematocrit Analysis with Blood Vis-NIR Spectroscopy" | LINK

"Online Soluble Solids Content (SSC) Assessment of Multi-variety Tomatoes using Vis/NIRS Diffuse Transmission" LINK

"How Can We Unravel Complicated NIR Spectra?-Challenges of the Ozaki Group for the Last 30 Years-" LINK




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

"Monitoring the physical state of wood during multiple tensile load-unload cycles by the eigenvalue distribution of near infrared spectra" LINK

"Near Infrared Spectroscopy in peripheral artery disease and the diabetic foot: A systematic review" LINK




Hyperspectral Imaging (HSI)

"Discriminant analysis of maize haploid seeds using near-infrared hyperspectral imaging integrated with multivariate methods" LINK

"Foods : Study on Qualitative Impact Damage of Loquats Using Hyperspectral Technology Coupled with Texture Features" LINK

"Agronomy : Machine Learning-Based Hyperspectral and RGB Discrimination of Three Polyphagous Fungi Species Grown on Culture Media" LINK




Chemometrics and Machine Learning

"Agronomy : Predicting Sugarcane Biometric Parameters by UAV Multispectral Images and Machine Learning" LINK

"Germplasm variability-assisted near infrared reflectance spectroscopy chemometrics to develop multi-trait robust prediction models in rice" | LINK

"Remote Sensing : Deep and Machine Learning Image Classification of Coastal Wetlands Using Unpiloted Aircraft System Multispectral Images and Lidar Datasets" LINK

"Comparison of Vibrational Spectroscopic Techniques for Quantification of Water in Natural Deep Eutectic Solvents" LINK

"Germplasm variability-assisted near infrared reflectance spectroscopy chemometrics to develop multi-trait robust prediction models in rice" |) |) LINK

"Processes : Prospects and Challenges of AI and Neural Network Algorithms in MEMS Microcantilever Biosensors" LINK

"Inversion study of cadmium content in soil based on reflection spectroscopy and MSC-ELM model" LINK

"Applied Sciences : Vis-NIR Reflectance Spectroscopy and PLSR to Predict PCB Content in Severely Contaminated Soils: A Perspective Approach" LINK




Equipment for Spectroscopy

"Enhanced Thermal Stability and Energy Transfer by CrystalField Engineering in a Garnet Phosphor for Thermometry and NIRLED" LINK




Process Control and NIR Sensors

"Twin-screw melt granulation based high drug load tablet formulation. An industrial perspective on process transfer to a commercial manufacturing site" LINK




Environment NIR-Spectroscopy Application

"Mapping soil arsenic pollution at a brownfield site using satellite hyperspectral imagery and machine learning" LINK

" On-line soil sensing" LINK




Agriculture NIR-Spectroscopy Usage

"Polymers : Advancements in MXene‐Polymer Nanocomposites in Energy Storage and Biomedical Applications" LINK

"Foods : Prediction of Tea Polyphenols, Free Amino Acids and Caffeine Content in Tea Leaves during Wilting and Fermentation Using Hyperspectral Imaging" LINK

"Evaluating and defining agronomically relevant detection limits for spectral reflectance-based assessment of N uptake in wheat" LINK

"Cooperative combination of LIBS-based elemental analysis and near-infrared molecular fingerprinting for enhanced discrimination of geographical origin of soybean ..." LINK

"Uncrewed Aircraft Systems (UAS)-based detection of organic carbon with hyper-and multispectral sensors in cropland soils" |:264190 LINK

"Evaluation of Prediction of Indigestible Fiber Fraction (iNDF) of Whole-Crop Barley Silage by Using Non-Destructive Spectroscopic Techniques as a Fast-Screening ..." | LINK

"Agronomy : How Well Can Reflectance Spectroscopy Allocate Samples to Soil Fertility Classes?" LINK

"Plants : Kiwi Plant Canker Diagnosis Using Hyperspectral Signal Processing and Machine Learning: Detecting Symptoms Caused by Pseudomonas syringae pv. actinidiae" LINK

"Acidmodulated Synthesis of Novel Conjugated Microporous Polymers for Efficient Metalfree Photocatalytic Hydrogen Evolution" LINK




Food & Feed Industry NIR Usage

"Foods : Characterization of Botanical Origin of Italian Honey by Carbohydrate Composition and Volatile Organic Compounds (VOCs)" LINK




Beverage and Drink Industry NIR Usage

"Differences in optical properties and internal qualities of 'Fuji'apple produced in different areas of the Loess Plateau region" LINK

"Chemosensors : A Novel Voltammetric Electronic Tongue Based on Nanocomposites Modified Electrodes for the Discrimination of Red Wines from Different Geographical Origins" LINK




Pharma Industry NIR Usage

"Potensi Pemanfaatan Hijauan di Jawa Timur untuk Sapi Perah Berdasarkan Komposisi Kimia dan Fraksi Serat" LINK




Other

"Analysis of Remotely Piloted Aircraft Payload for Oil Spill Detection" LINK





.

Spectroscopy and Chemometrics/Machine-Learning News Weekly #15, 2022Spektroskopie und Chemometrie/Machine-Learning News Wöchentlich #15, 2022Spettroscopia e Chemiometria/Machine-Learning Weekly News #15, 2022

NIR Calibration-Model Services

LINK

Professionelle chemometrische NIR-Methodenentwicklung | Chemometrie Spektroskopie Analytik Qualitätskontrolle NIT LINK

Save time & money by replacing labor intensive manual & adhoc NIR data analysis processes | analysis measurement lab LINK

Spectroscopy and Chemometrics News Weekly 14, 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 14, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 14, 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)

"Abstract TP65: Evaluation Of Leg Microvascular Function In Chronic Stroke Survivors Using Near Infrared Spectroscopy And The Vascular Occlusion Technique." LINK

"Remote Sensing : Using Ensemble-Based Systems with Near-Infrared Hyperspectral Data to Estimate Seasonal Snowpack Density" LINK

"Ultra-Broadband and High Efficiency Near-Infrared Gd3ZnxGa5-2xGexO12: Cr3+ (x= 0-2.0) Garnet Phosphors via Crystal Field Engineering" LINK

"Analysis of initiator content of prepreg by near-infrared spectroscopy" | LINK

"Rapid Determination of Pachymic Acid Content by Near-Infrared Spectroscopy" | LINK

"Novel automatic model construction method for the rapid characterization of petroleum properties from near-infrared spectroscopy" LINK

"Rapid discrimination of Turkish commercial hazelnut (Corylus avellana L.) varieties using Near-Infrared Spectroscopy and chemometrics" LINK

"fNIRS brain measures of ongoing nociception during surgical incisions under anesthesia" | LINK

"An unexpected reduction in the value of near-infrared spectroscopy in a child with moyamoya disease" LINK




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

"Electrochromism of Nanographenes in the NearInfrared Region" LINK




Hyperspectral Imaging (HSI)

"Monitoring of Moisture Contents and Rehydration Rates of Microwave Vacuum and Hot Air Dehydrated Beef Slices and Splits Using Hyperspectral Imaging" LINK

"Rapid and nondestructive detection of marine fishmeal adulteration by hyperspectral imaging and machine learning" LINK

"Real-time monitoring the color changes of large yellow croaker (Larimichthys crocea) fillets based on hyperspectral imaging empowered with artificial intelligence" LINK

"Prediction of total carotenoids, color and moisture content of carrot slices during hot air drying using non‐invasive hyperspectral imaging technique" LINK

"The development of on-line surface defect detection system for jujubes based on hyperspectral images" LINK

"Spatio-Temporal Patterns of Aspergillus Flavus Infection and Aflatoxin B1 Biosynthesis on Maize Kernels Probed by SWIR Hyperspectral Imaging and Synchrotron ..." LINK

"A back‐propagation neural network model using hyperspectral imaging applied to variety nondestructive detection of cereal" LINK

"An Attention Involved Network Stacked by Dual-channel Residual Block for Hyperspectral Image Classification" LINK

"Determination of total flavonoid and polysaccharide content in Anoectochilus formosanus in response to different light qualities using hyperspectral imaging" LINK




Chemometrics and Machine Learning

"Non-Destructive Genotyping of Cultivars and Strains of Sesame through NIR Spectroscopy and Chemometrics" LINK

"Multivariate assessment for predicting antioxidant activity from clove and pomegranate extracts by MCR-ALS and PLS models combined to IR spectroscopy" LINK

"Sensors : Prediction of Neonatal Respiratory Distress Biomarker Concentration by Application of Machine Learning to Mid-Infrared Spectra" LINK

"Identification of Forsythia suspensa (Thunb.) Vahl in different harvest periods using intelligent sensory technologies, HPLC characteristic fingerprint coupled with chemometrics" LINK

"Corn Seed Defect Detection Based on Watershed Algorithm and Two-Pathway Convolutional Neural Networks" | LINK

"Blood Glucose Prediction Using Machine Learning on Jetson Nanoplatform" LINK

"Diffuse Reflection Infrared Fourier Transform Spectroscopy and Partial Least Squares Regression Analysis for Temperature Prediction of Irreversible Thermochromic Paints" LINK

"Rapid detection of fumonisin B(1) and B(2) in ground corn samples using smartphone-controlled portable near-infrared spectrometry and chemometrics" LINK

"Two-Dimensional Correlation Spectroscopy Combined with Deep Learning to Identify the Proximate Geographical Origin of Wolfberries and Optimization from Fusion ..." LINK




Optics for Spectroscopy

"Nanomaterials : Long-Term Fluorescence Behavior of CdSe/ZnS Quantum Dots on Various Planar Chromatographic Stationary Phases" LINK

"Polymers : Detection of Organosulfur and Organophosphorus Compounds Using a Hexafluorobutyl Acrylate-Coated Tapered Optical Fibers" LINK




Facts

"Identification of coumarinbased food additives using terahertz spectroscopy combined with manifold learning and improved support vector machine" LINK




Research on Spectroscopy

"Studying sand component of soil texture using the spectroscopic method" LINK




Process Control and NIR Sensors

"Remote Sensing : Combining Spectral and Textural Information from UAV RGB Images for Leaf Area Index Monitoring in Kiwifruit Orchard" LINK

"A Perfect Pair: Stabilized Black Phosphorous Nanosheets Engineering with Antimicrobial Peptides for Robust MultiDrug Resistant Bacteria Eradication" | LINK




Environment NIR-Spectroscopy Application

"Strategies of efficient estimation of soil organic content at the local scale based on a national spectral database" LINK

"Remote Sensing : A Novel Spectral Index for Automatic Canola Mapping by Using Sentinel-2 Imagery" LINK

"Joint control by soil moisture, functional genes and substrates on response of N2O flux to climate extremes in a semiarid grassland" LINK

"Remote Sensing : The Brazilian Soil Spectral Service (BraSpecS): A User-Friendly System for Global Soil Spectra Communication" LINK

"Remote Sensing : Using LiDAR System as a Data Source for Agricultural Land Boundaries" LINK




Agriculture NIR-Spectroscopy Usage

"Using Unmanned Aerial Vehicle-Based Multispectral Image Data to Monitor the Growth of Intercropping Crops in Tea Plantation" | LINK

Fully Automated Hydroponics Farm. farm hydroponics tech DigitalTransformation innovation Robotics robots agriculture LINK

"Foods : Comprehensive Study of Traditional Plant Ground Ivy (Glechoma hederacea L.) Grown in Croatia in Terms of Nutritional and Bioactive Composition" LINK

"Prediction of fumonisins B1 and B2 in corn distiller's dried grains with solubles through near infrared reflectance spectroscopy" LINK

"Energies : Logarithmic Mean Divisia Index Decomposition Based on Kaya Identity of GHG Emissions from Agricultural Sector in Baltic States" LINK

"Optical imaging spectroscopy for rapid, primary screening of SARS-CoV-2: a proof of concept" LINK

"Optical Spectrometry to Determine Nutrient Concentrations and other Physicochemical Parameters in Liquid Organic Manures: A Review" LINK

"Applied Sciences : Crop Classification for Agricultural Applications in Hyperspectral Remote Sensing Images" LINK

"A new salt-inclusion compound,| Ag4Br|@[B7O12], with a novel type of the porous double-layered borate anion and strong anharmonicity of the “guest” sublattice" LINK




Horticulture NIR-Spectroscopy Applications

"Accurate nondestructive prediction of soluble solids content in citrus by near‐infrared diffuse reflectance spectroscopy with characteristic variable selection" LINK




Food & Feed Industry NIR Usage

"Foods : Exploring Chemical Markers Related to the Acceptance and Sensory Profiles of Concentrated Liquid Coffees: An Untargeted Metabolomics Approach" LINK

"Effects of Irrigation Strategy and Plastic Film Mulching on Soil N2O Emissions and Fruit Yields of Greenhouse Tomato" LINK




Pharma Industry NIR Usage

"The utility of cerebral autoregulation indices in detecting severe brain injury varies by cooling treatment phase in neonates with hypoxic-ischemic encephalopathy" LINK




Medicinal Spectroscopy

"The application of Raman spectroscopy and chemometric methods for analysis healthy blood and blood with BRCA mutation" LINK




Other

"Regional pulmonary oxygen saturations immediately after birth" LINK

"Near-IR study of the impact of alkyl-ammonium and-phosphonium cations on the hydration of montmorillonite" LINK

The only known photo of Schrodinger's cat. LINK

"Radical Anions and Dianions of Naphthalenediimides Generated within Layer-by-Layer Zirconium Phosphonate Thin Films" LINK

"Genetic variation among pumpkin landraces based on seed qualities and molecular markers" | LINK

"The Spectral Mixture Residual: A Source of LowVariance Information to Enhance the Explainability and Accuracy of Surface Biology and Geology Retrievals" LINK




NIR Calibration-Model Services

LINK

Professionelle chemometrische NIR-Methodenentwicklung | Chemometrie Spektroskopie Analytik Qualitätskontrolle NIT LINK

Save time & money by replacing labor intensive manual & adhoc NIR data analysis processes | analysis measurement lab LINK

Spectroscopy and Chemometrics News Weekly 14, 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 14, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 14, 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)

"Abstract TP65: Evaluation Of Leg Microvascular Function In Chronic Stroke Survivors Using Near Infrared Spectroscopy And The Vascular Occlusion Technique." LINK

"Remote Sensing : Using Ensemble-Based Systems with Near-Infrared Hyperspectral Data to Estimate Seasonal Snowpack Density" LINK

"Ultra-Broadband and High Efficiency Near-Infrared Gd3ZnxGa5-2xGexO12: Cr3+ (x= 0-2.0) Garnet Phosphors via Crystal Field Engineering" LINK

"Analysis of initiator content of prepreg by near-infrared spectroscopy" | LINK

"Rapid Determination of Pachymic Acid Content by Near-Infrared Spectroscopy" | LINK

"Novel automatic model construction method for the rapid characterization of petroleum properties from near-infrared spectroscopy" LINK

"Rapid discrimination of Turkish commercial hazelnut (Corylus avellana L.) varieties using Near-Infrared Spectroscopy and chemometrics" LINK

"fNIRS brain measures of ongoing nociception during surgical incisions under anesthesia" | LINK

"An unexpected reduction in the value of near-infrared spectroscopy in a child with moyamoya disease" LINK




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

"Electrochromism of Nanographenes in the NearInfrared Region" LINK




Hyperspectral Imaging (HSI)

"Monitoring of Moisture Contents and Rehydration Rates of Microwave Vacuum and Hot Air Dehydrated Beef Slices and Splits Using Hyperspectral Imaging" LINK

"Rapid and nondestructive detection of marine fishmeal adulteration by hyperspectral imaging and machine learning" LINK

"Real-time monitoring the color changes of large yellow croaker (Larimichthys crocea) fillets based on hyperspectral imaging empowered with artificial intelligence" LINK

"Prediction of total carotenoids, color and moisture content of carrot slices during hot air drying using non‐invasive hyperspectral imaging technique" LINK

"The development of on-line surface defect detection system for jujubes based on hyperspectral images" LINK

"Spatio-Temporal Patterns of Aspergillus Flavus Infection and Aflatoxin B1 Biosynthesis on Maize Kernels Probed by SWIR Hyperspectral Imaging and Synchrotron ..." LINK

"A back‐propagation neural network model using hyperspectral imaging applied to variety nondestructive detection of cereal" LINK

"An Attention Involved Network Stacked by Dual-channel Residual Block for Hyperspectral Image Classification" LINK

"Determination of total flavonoid and polysaccharide content in Anoectochilus formosanus in response to different light qualities using hyperspectral imaging" LINK




Chemometrics and Machine Learning

"Non-Destructive Genotyping of Cultivars and Strains of Sesame through NIR Spectroscopy and Chemometrics" LINK

"Multivariate assessment for predicting antioxidant activity from clove and pomegranate extracts by MCR-ALS and PLS models combined to IR spectroscopy" LINK

"Sensors : Prediction of Neonatal Respiratory Distress Biomarker Concentration by Application of Machine Learning to Mid-Infrared Spectra" LINK

"Identification of Forsythia suspensa (Thunb.) Vahl in different harvest periods using intelligent sensory technologies, HPLC characteristic fingerprint coupled with chemometrics" LINK

"Corn Seed Defect Detection Based on Watershed Algorithm and Two-Pathway Convolutional Neural Networks" | LINK

"Blood Glucose Prediction Using Machine Learning on Jetson Nanoplatform" LINK

"Diffuse Reflection Infrared Fourier Transform Spectroscopy and Partial Least Squares Regression Analysis for Temperature Prediction of Irreversible Thermochromic Paints" LINK

"Rapid detection of fumonisin B(1) and B(2) in ground corn samples using smartphone-controlled portable near-infrared spectrometry and chemometrics" LINK

"Two-Dimensional Correlation Spectroscopy Combined with Deep Learning to Identify the Proximate Geographical Origin of Wolfberries and Optimization from Fusion ..." LINK




Optics for Spectroscopy

"Nanomaterials : Long-Term Fluorescence Behavior of CdSe/ZnS Quantum Dots on Various Planar Chromatographic Stationary Phases" LINK

"Polymers : Detection of Organosulfur and Organophosphorus Compounds Using a Hexafluorobutyl Acrylate-Coated Tapered Optical Fibers" LINK




Facts

"Identification of coumarinbased food additives using terahertz spectroscopy combined with manifold learning and improved support vector machine" LINK




Research on Spectroscopy

"Studying sand component of soil texture using the spectroscopic method" LINK




Process Control and NIR Sensors

"Remote Sensing : Combining Spectral and Textural Information from UAV RGB Images for Leaf Area Index Monitoring in Kiwifruit Orchard" LINK

"A Perfect Pair: Stabilized Black Phosphorous Nanosheets Engineering with Antimicrobial Peptides for Robust MultiDrug Resistant Bacteria Eradication" | LINK




Environment NIR-Spectroscopy Application

"Strategies of efficient estimation of soil organic content at the local scale based on a national spectral database" LINK

"Remote Sensing : A Novel Spectral Index for Automatic Canola Mapping by Using Sentinel-2 Imagery" LINK

"Joint control by soil moisture, functional genes and substrates on response of N2O flux to climate extremes in a semiarid grassland" LINK

"Remote Sensing : The Brazilian Soil Spectral Service (BraSpecS): A User-Friendly System for Global Soil Spectra Communication" LINK

"Remote Sensing : Using LiDAR System as a Data Source for Agricultural Land Boundaries" LINK




Agriculture NIR-Spectroscopy Usage

"Using Unmanned Aerial Vehicle-Based Multispectral Image Data to Monitor the Growth of Intercropping Crops in Tea Plantation" | LINK

Fully Automated Hydroponics Farm. farm hydroponics tech DigitalTransformation innovation Robotics robots agriculture LINK

"Foods : Comprehensive Study of Traditional Plant Ground Ivy (Glechoma hederacea L.) Grown in Croatia in Terms of Nutritional and Bioactive Composition" LINK

"Prediction of fumonisins B1 and B2 in corn distiller's dried grains with solubles through near infrared reflectance spectroscopy" LINK

"Energies : Logarithmic Mean Divisia Index Decomposition Based on Kaya Identity of GHG Emissions from Agricultural Sector in Baltic States" LINK

"Optical imaging spectroscopy for rapid, primary screening of SARS-CoV-2: a proof of concept" LINK

"Optical Spectrometry to Determine Nutrient Concentrations and other Physicochemical Parameters in Liquid Organic Manures: A Review" LINK

"Applied Sciences : Crop Classification for Agricultural Applications in Hyperspectral Remote Sensing Images" LINK

"A new salt-inclusion compound,| Ag4Br|@[B7O12], with a novel type of the porous double-layered borate anion and strong anharmonicity of the “guest” sublattice" LINK




Horticulture NIR-Spectroscopy Applications

"Accurate nondestructive prediction of soluble solids content in citrus by near‐infrared diffuse reflectance spectroscopy with characteristic variable selection" LINK




Food & Feed Industry NIR Usage

"Foods : Exploring Chemical Markers Related to the Acceptance and Sensory Profiles of Concentrated Liquid Coffees: An Untargeted Metabolomics Approach" LINK

"Effects of Irrigation Strategy and Plastic Film Mulching on Soil N2O Emissions and Fruit Yields of Greenhouse Tomato" LINK




Pharma Industry NIR Usage

"The utility of cerebral autoregulation indices in detecting severe brain injury varies by cooling treatment phase in neonates with hypoxic-ischemic encephalopathy" LINK




Medicinal Spectroscopy

"The application of Raman spectroscopy and chemometric methods for analysis healthy blood and blood with BRCA mutation" LINK




Other

"Regional pulmonary oxygen saturations immediately after birth" LINK

"Near-IR study of the impact of alkyl-ammonium and-phosphonium cations on the hydration of montmorillonite" LINK

The only known photo of Schrodinger's cat. LINK

"Radical Anions and Dianions of Naphthalenediimides Generated within Layer-by-Layer Zirconium Phosphonate Thin Films" LINK

"Genetic variation among pumpkin landraces based on seed qualities and molecular markers" | LINK

"The Spectral Mixture Residual: A Source of LowVariance Information to Enhance the Explainability and Accuracy of Surface Biology and Geology Retrievals" LINK




NIR Calibration-Model Services

LINK

Professionelle chemometrische NIR-Methodenentwicklung | Chemometrie Spektroskopie Analytik Qualitätskontrolle NIT LINK

Save time & money by replacing labor intensive manual & adhoc NIR data analysis processes | analysis measurement lab LINK

Spectroscopy and Chemometrics News Weekly 14, 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 14, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 14, 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)

"Abstract TP65: Evaluation Of Leg Microvascular Function In Chronic Stroke Survivors Using Near Infrared Spectroscopy And The Vascular Occlusion Technique." LINK

"Remote Sensing : Using Ensemble-Based Systems with Near-Infrared Hyperspectral Data to Estimate Seasonal Snowpack Density" LINK

"Ultra-Broadband and High Efficiency Near-Infrared Gd3ZnxGa5-2xGexO12: Cr3+ (x= 0-2.0) Garnet Phosphors via Crystal Field Engineering" LINK

"Analysis of initiator content of prepreg by near-infrared spectroscopy" | LINK

"Rapid Determination of Pachymic Acid Content by Near-Infrared Spectroscopy" | LINK

"Novel automatic model construction method for the rapid characterization of petroleum properties from near-infrared spectroscopy" LINK

"Rapid discrimination of Turkish commercial hazelnut (Corylus avellana L.) varieties using Near-Infrared Spectroscopy and chemometrics" LINK

"fNIRS brain measures of ongoing nociception during surgical incisions under anesthesia" | LINK

"An unexpected reduction in the value of near-infrared spectroscopy in a child with moyamoya disease" LINK




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

"Electrochromism of Nanographenes in the NearInfrared Region" LINK




Hyperspectral Imaging (HSI)

"Monitoring of Moisture Contents and Rehydration Rates of Microwave Vacuum and Hot Air Dehydrated Beef Slices and Splits Using Hyperspectral Imaging" LINK

"Rapid and nondestructive detection of marine fishmeal adulteration by hyperspectral imaging and machine learning" LINK

"Real-time monitoring the color changes of large yellow croaker (Larimichthys crocea) fillets based on hyperspectral imaging empowered with artificial intelligence" LINK

"Prediction of total carotenoids, color and moisture content of carrot slices during hot air drying using non‐invasive hyperspectral imaging technique" LINK

"The development of on-line surface defect detection system for jujubes based on hyperspectral images" LINK

"Spatio-Temporal Patterns of Aspergillus Flavus Infection and Aflatoxin B1 Biosynthesis on Maize Kernels Probed by SWIR Hyperspectral Imaging and Synchrotron ..." LINK

"A back‐propagation neural network model using hyperspectral imaging applied to variety nondestructive detection of cereal" LINK

"An Attention Involved Network Stacked by Dual-channel Residual Block for Hyperspectral Image Classification" LINK

"Determination of total flavonoid and polysaccharide content in Anoectochilus formosanus in response to different light qualities using hyperspectral imaging" LINK




Chemometrics and Machine Learning

"Non-Destructive Genotyping of Cultivars and Strains of Sesame through NIR Spectroscopy and Chemometrics" LINK

"Multivariate assessment for predicting antioxidant activity from clove and pomegranate extracts by MCR-ALS and PLS models combined to IR spectroscopy" LINK

"Sensors : Prediction of Neonatal Respiratory Distress Biomarker Concentration by Application of Machine Learning to Mid-Infrared Spectra" LINK

"Identification of Forsythia suspensa (Thunb.) Vahl in different harvest periods using intelligent sensory technologies, HPLC characteristic fingerprint coupled with chemometrics" LINK

"Corn Seed Defect Detection Based on Watershed Algorithm and Two-Pathway Convolutional Neural Networks" | LINK

"Blood Glucose Prediction Using Machine Learning on Jetson Nanoplatform" LINK

"Diffuse Reflection Infrared Fourier Transform Spectroscopy and Partial Least Squares Regression Analysis for Temperature Prediction of Irreversible Thermochromic Paints" LINK

"Rapid detection of fumonisin B(1) and B(2) in ground corn samples using smartphone-controlled portable near-infrared spectrometry and chemometrics" LINK

"Two-Dimensional Correlation Spectroscopy Combined with Deep Learning to Identify the Proximate Geographical Origin of Wolfberries and Optimization from Fusion ..." LINK




Optics for Spectroscopy

"Nanomaterials : Long-Term Fluorescence Behavior of CdSe/ZnS Quantum Dots on Various Planar Chromatographic Stationary Phases" LINK

"Polymers : Detection of Organosulfur and Organophosphorus Compounds Using a Hexafluorobutyl Acrylate-Coated Tapered Optical Fibers" LINK




Facts

"Identification of coumarinbased food additives using terahertz spectroscopy combined with manifold learning and improved support vector machine" LINK




Research on Spectroscopy

"Studying sand component of soil texture using the spectroscopic method" LINK




Process Control and NIR Sensors

"Remote Sensing : Combining Spectral and Textural Information from UAV RGB Images for Leaf Area Index Monitoring in Kiwifruit Orchard" LINK

"A Perfect Pair: Stabilized Black Phosphorous Nanosheets Engineering with Antimicrobial Peptides for Robust MultiDrug Resistant Bacteria Eradication" | LINK




Environment NIR-Spectroscopy Application

"Strategies of efficient estimation of soil organic content at the local scale based on a national spectral database" LINK

"Remote Sensing : A Novel Spectral Index for Automatic Canola Mapping by Using Sentinel-2 Imagery" LINK

"Joint control by soil moisture, functional genes and substrates on response of N2O flux to climate extremes in a semiarid grassland" LINK

"Remote Sensing : The Brazilian Soil Spectral Service (BraSpecS): A User-Friendly System for Global Soil Spectra Communication" LINK

"Remote Sensing : Using LiDAR System as a Data Source for Agricultural Land Boundaries" LINK




Agriculture NIR-Spectroscopy Usage

"Using Unmanned Aerial Vehicle-Based Multispectral Image Data to Monitor the Growth of Intercropping Crops in Tea Plantation" | LINK

Fully Automated Hydroponics Farm. farm hydroponics tech DigitalTransformation innovation Robotics robots agriculture LINK

"Foods : Comprehensive Study of Traditional Plant Ground Ivy (Glechoma hederacea L.) Grown in Croatia in Terms of Nutritional and Bioactive Composition" LINK

"Prediction of fumonisins B1 and B2 in corn distiller's dried grains with solubles through near infrared reflectance spectroscopy" LINK

"Energies : Logarithmic Mean Divisia Index Decomposition Based on Kaya Identity of GHG Emissions from Agricultural Sector in Baltic States" LINK

"Optical imaging spectroscopy for rapid, primary screening of SARS-CoV-2: a proof of concept" LINK

"Optical Spectrometry to Determine Nutrient Concentrations and other Physicochemical Parameters in Liquid Organic Manures: A Review" LINK

"Applied Sciences : Crop Classification for Agricultural Applications in Hyperspectral Remote Sensing Images" LINK

"A new salt-inclusion compound,| Ag4Br|@[B7O12], with a novel type of the porous double-layered borate anion and strong anharmonicity of the “guest” sublattice" LINK




Horticulture NIR-Spectroscopy Applications

"Accurate nondestructive prediction of soluble solids content in citrus by near‐infrared diffuse reflectance spectroscopy with characteristic variable selection" LINK




Food & Feed Industry NIR Usage

"Foods : Exploring Chemical Markers Related to the Acceptance and Sensory Profiles of Concentrated Liquid Coffees: An Untargeted Metabolomics Approach" LINK

"Effects of Irrigation Strategy and Plastic Film Mulching on Soil N2O Emissions and Fruit Yields of Greenhouse Tomato" LINK




Pharma Industry NIR Usage

"The utility of cerebral autoregulation indices in detecting severe brain injury varies by cooling treatment phase in neonates with hypoxic-ischemic encephalopathy" LINK




Medicinal Spectroscopy

"The application of Raman spectroscopy and chemometric methods for analysis healthy blood and blood with BRCA mutation" LINK




Other

"Regional pulmonary oxygen saturations immediately after birth" LINK

"Near-IR study of the impact of alkyl-ammonium and-phosphonium cations on the hydration of montmorillonite" LINK

The only known photo of Schrodinger's cat. LINK

"Radical Anions and Dianions of Naphthalenediimides Generated within Layer-by-Layer Zirconium Phosphonate Thin Films" LINK

"Genetic variation among pumpkin landraces based on seed qualities and molecular markers" | LINK

"The Spectral Mixture Residual: A Source of LowVariance Information to Enhance the Explainability and Accuracy of Surface Biology and Geology Retrievals" LINK




Spectroscopy and Chemometrics News Weekly #7, 2021Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #7, 2021Spettroscopia e Chemiometria Weekly News #7, 2021

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 6, 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 6, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 6, 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)

"Evaluation of swelling properties and drug release from mechanochemical pre-gelatinized glutinous rice starch matrix tablets by near infrared spectroscopy" LINK

" Multivariate method for prediction of fumonisins B1 and B2 and zearalenone in Brazilian maize using Near Infrared Spectroscopy (NIR)" | LINK

"Non-destructive determination of fatty acid composition of in-shell and shelled almonds using handheld NIRS sensors" LINK

"Breakthrough instruments and products: Near infrared spectral sensing: Advances in portable instrumentation and implementations" LINK

"Quali-quantitative monitoring of chemocatalytic cellulose conversion into lactic acid by FT-NIR spectroscopy." LINK

"NIR Spectroscopy Detects Chlorpyrifos-Methyl Pesticide Residue in Rough, Brown, and Milled Rice" LINK

"ANALYSIS OF TEA LEAVES WITH DIFFERENT OXIDATION STATES BY FT-NIR SPECTROSCOPY" LINK




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

"Identification of peach and apricot kernels for traditional Chinese medicines using near-infrared spectroscopy" LINK

"Breakthrough instruments and products: Near infrared spectral sensing: Advances in portable instrumentation and implementations" LINK

"Two-dimensional moisture content and size measurement of pharmaceutical granules after fluid bed drying using near-infrared chemical imaging." LINK

"Influence of steroids on hydrogen bonds in membranes assessed by near infrared spectroscopy" LINK

"Determination of the oxidative stability of biodiesel fuels by near-infrared spectroscopy" LINK

"In Vitro Spectroscopy-Based Profiling of Urothelial Carcinoma: A Fourier Transform Infrared and Raman Imaging Study" LINK

"Novel alternative use of near-infrared spectroscopy to indirectly forecast 3D printability of purple sweet potato pastes" LINK

"Shortwave infrared hyperspectral imaging system coupled with multivariable method for TVB-N measurement in pork" LINK




Chemometrics and Machine Learning

"Discrimination between wild-grown and cultivated Gastrodia elata by near-infrared spectroscopy and chemometrics" LINK

"A Single Model to Monitor Multistep Craft Beer Manufacturing using Near Infrared Spectroscopy and Chemometrics" LINK

"Noninvasive Blood Glucose sensing by Near-Infrared Spectroscopy based on PLSR Combines SAE Deep Neural Network Approach" LINK

"Comparison of a Low-cost Prototype Optical Sensor with Three Commercial Systems in Predicting Water and Nutrient Contents of Turfgrass: Prediction performance of ..." LINK

"Development of NIR-HSI and chemometrics process analytical technology for drying of beef jerky" LINK

"Soil spectroscopy with the use of chemometrics, machine learning and pre-processing techniques in soil diagnosis: Recent advances-A review" LINK

"Application of NIR handheld transmission spectroscopy and chemometrics to assess the quality of locally produced antimalarial medicines in the Democratic Republic of Congo" LINK




Facts

"An Accuracy Improvement Method Based on Multi-Source Information Fusion and Deep Learning for TSSC and Water Content Nondestructive Detection in “Luogang” Orange" LINK




Research on Spectroscopy

"Nondestructive methods for determining the firmness of apple fruit flesh" LINK




Equipment for Spectroscopy

"Development of Fluorescence Imaging Technique to Detect Fresh-Cut Food Organic Residue on Processing Equipment Surface" LINK




Process Control and NIR Sensors

"Acid number, viscosity and end-point detection in a multiphase high temperature polymerisation process using an online miniaturised MEMS Fabry-Pérot interferometer." | LINK

"Real-Time Monitoring of Yogurt Fermentation Process by Aquaphotomics Near-Infrared Spectroscopy." LINK




Agriculture NIR-Spectroscopy Usage

"Rapid and nondestructive determination of qualities in vacuum packaged catfish (Clarias leather) fillets during slurry ice storage" LINK

"Economic and chemometric studies to supplement food-grade soybean variety development in the Mid-Atlantic region" LINK

"Online Monitoring of Fermented Grains Parameters for Chinese Liquor Brewing Based on Near Infrared Spectroscopy" LINK




Horticulture NIR-Spectroscopy Applications

"Fast, simultaneous and contactless assessment of intact mango fruit by means of near infrared spectroscopy [J]" LINK

"The development of portable detector for apples soluble solids content based on visible and near infrared spectrum." LINK

"Non-destructive and fast method of mapping the distribution of the soluble solids content and pH in kiwifruit using object rotation near-infrared hyperspectral imaging ..." LINK




Food & Feed Industry NIR Usage

"A two-tiered system of analysis to tackle rice fraud: The Indian Basmati study" LINK





.

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 6, 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 6, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 6, 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)

"Evaluation of swelling properties and drug release from mechanochemical pre-gelatinized glutinous rice starch matrix tablets by near infrared spectroscopy" LINK

" Multivariate method for prediction of fumonisins B1 and B2 and zearalenone in Brazilian maize using Near Infrared Spectroscopy (NIR)" | LINK

"Non-destructive determination of fatty acid composition of in-shell and shelled almonds using handheld NIRS sensors" LINK

"Breakthrough instruments and products: Near infrared spectral sensing: Advances in portable instrumentation and implementations" LINK

"Quali-quantitative monitoring of chemocatalytic cellulose conversion into lactic acid by FT-NIR spectroscopy." LINK

"NIR Spectroscopy Detects Chlorpyrifos-Methyl Pesticide Residue in Rough, Brown, and Milled Rice" LINK

"ANALYSIS OF TEA LEAVES WITH DIFFERENT OXIDATION STATES BY FT-NIR SPECTROSCOPY" LINK




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

"Identification of peach and apricot kernels for traditional Chinese medicines using near-infrared spectroscopy" LINK

"Breakthrough instruments and products: Near infrared spectral sensing: Advances in portable instrumentation and implementations" LINK

"Two-dimensional moisture content and size measurement of pharmaceutical granules after fluid bed drying using near-infrared chemical imaging." LINK

"Influence of steroids on hydrogen bonds in membranes assessed by near infrared spectroscopy" LINK

"Determination of the oxidative stability of biodiesel fuels by near-infrared spectroscopy" LINK

"In Vitro Spectroscopy-Based Profiling of Urothelial Carcinoma: A Fourier Transform Infrared and Raman Imaging Study" LINK

"Novel alternative use of near-infrared spectroscopy to indirectly forecast 3D printability of purple sweet potato pastes" LINK

"Shortwave infrared hyperspectral imaging system coupled with multivariable method for TVB-N measurement in pork" LINK




Chemometrics and Machine Learning

"Discrimination between wild-grown and cultivated Gastrodia elata by near-infrared spectroscopy and chemometrics" LINK

"A Single Model to Monitor Multistep Craft Beer Manufacturing using Near Infrared Spectroscopy and Chemometrics" LINK

"Noninvasive Blood Glucose sensing by Near-Infrared Spectroscopy based on PLSR Combines SAE Deep Neural Network Approach" LINK

"Comparison of a Low-cost Prototype Optical Sensor with Three Commercial Systems in Predicting Water and Nutrient Contents of Turfgrass: Prediction performance of ..." LINK

"Development of NIR-HSI and chemometrics process analytical technology for drying of beef jerky" LINK

"Soil spectroscopy with the use of chemometrics, machine learning and pre-processing techniques in soil diagnosis: Recent advances-A review" LINK

"Application of NIR handheld transmission spectroscopy and chemometrics to assess the quality of locally produced antimalarial medicines in the Democratic Republic of Congo" LINK




Facts

"An Accuracy Improvement Method Based on Multi-Source Information Fusion and Deep Learning for TSSC and Water Content Nondestructive Detection in “Luogang” Orange" LINK




Research on Spectroscopy

"Nondestructive methods for determining the firmness of apple fruit flesh" LINK




Equipment for Spectroscopy

"Development of Fluorescence Imaging Technique to Detect Fresh-Cut Food Organic Residue on Processing Equipment Surface" LINK




Process Control and NIR Sensors

"Acid number, viscosity and end-point detection in a multiphase high temperature polymerisation process using an online miniaturised MEMS Fabry-Pérot interferometer." | LINK

"Real-Time Monitoring of Yogurt Fermentation Process by Aquaphotomics Near-Infrared Spectroscopy." LINK




Agriculture NIR-Spectroscopy Usage

"Rapid and nondestructive determination of qualities in vacuum packaged catfish (Clarias leather) fillets during slurry ice storage" LINK

"Economic and chemometric studies to supplement food-grade soybean variety development in the Mid-Atlantic region" LINK

"Online Monitoring of Fermented Grains Parameters for Chinese Liquor Brewing Based on Near Infrared Spectroscopy" LINK




Horticulture NIR-Spectroscopy Applications

"Fast, simultaneous and contactless assessment of intact mango fruit by means of near infrared spectroscopy [J]" LINK

"The development of portable detector for apples soluble solids content based on visible and near infrared spectrum." LINK

"Non-destructive and fast method of mapping the distribution of the soluble solids content and pH in kiwifruit using object rotation near-infrared hyperspectral imaging ..." LINK




Food & Feed Industry NIR Usage

"A two-tiered system of analysis to tackle rice fraud: The Indian Basmati study" LINK





.

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 6, 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 6, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 6, 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)

"Evaluation of swelling properties and drug release from mechanochemical pre-gelatinized glutinous rice starch matrix tablets by near infrared spectroscopy" LINK

" Multivariate method for prediction of fumonisins B1 and B2 and zearalenone in Brazilian maize using Near Infrared Spectroscopy (NIR)" | LINK

"Non-destructive determination of fatty acid composition of in-shell and shelled almonds using handheld NIRS sensors" LINK

"Breakthrough instruments and products: Near infrared spectral sensing: Advances in portable instrumentation and implementations" LINK

"Quali-quantitative monitoring of chemocatalytic cellulose conversion into lactic acid by FT-NIR spectroscopy." LINK

"NIR Spectroscopy Detects Chlorpyrifos-Methyl Pesticide Residue in Rough, Brown, and Milled Rice" LINK

"ANALYSIS OF TEA LEAVES WITH DIFFERENT OXIDATION STATES BY FT-NIR SPECTROSCOPY" LINK




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

"Identification of peach and apricot kernels for traditional Chinese medicines using near-infrared spectroscopy" LINK

"Breakthrough instruments and products: Near infrared spectral sensing: Advances in portable instrumentation and implementations" LINK

"Two-dimensional moisture content and size measurement of pharmaceutical granules after fluid bed drying using near-infrared chemical imaging." LINK

"Influence of steroids on hydrogen bonds in membranes assessed by near infrared spectroscopy" LINK

"Determination of the oxidative stability of biodiesel fuels by near-infrared spectroscopy" LINK

"In Vitro Spectroscopy-Based Profiling of Urothelial Carcinoma: A Fourier Transform Infrared and Raman Imaging Study" LINK

"Novel alternative use of near-infrared spectroscopy to indirectly forecast 3D printability of purple sweet potato pastes" LINK

"Shortwave infrared hyperspectral imaging system coupled with multivariable method for TVB-N measurement in pork" LINK




Chemometrics and Machine Learning

"Discrimination between wild-grown and cultivated Gastrodia elata by near-infrared spectroscopy and chemometrics" LINK

"A Single Model to Monitor Multistep Craft Beer Manufacturing using Near Infrared Spectroscopy and Chemometrics" LINK

"Noninvasive Blood Glucose sensing by Near-Infrared Spectroscopy based on PLSR Combines SAE Deep Neural Network Approach" LINK

"Comparison of a Low-cost Prototype Optical Sensor with Three Commercial Systems in Predicting Water and Nutrient Contents of Turfgrass: Prediction performance of ..." LINK

"Development of NIR-HSI and chemometrics process analytical technology for drying of beef jerky" LINK

"Soil spectroscopy with the use of chemometrics, machine learning and pre-processing techniques in soil diagnosis: Recent advances-A review" LINK

"Application of NIR handheld transmission spectroscopy and chemometrics to assess the quality of locally produced antimalarial medicines in the Democratic Republic of Congo" LINK




Facts

"An Accuracy Improvement Method Based on Multi-Source Information Fusion and Deep Learning for TSSC and Water Content Nondestructive Detection in “Luogang” Orange" LINK




Research on Spectroscopy

"Nondestructive methods for determining the firmness of apple fruit flesh" LINK




Equipment for Spectroscopy

"Development of Fluorescence Imaging Technique to Detect Fresh-Cut Food Organic Residue on Processing Equipment Surface" LINK




Process Control and NIR Sensors

"Acid number, viscosity and end-point detection in a multiphase high temperature polymerisation process using an online miniaturised MEMS Fabry-Pérot interferometer." | LINK

"Real-Time Monitoring of Yogurt Fermentation Process by Aquaphotomics Near-Infrared Spectroscopy." LINK




Agriculture NIR-Spectroscopy Usage

"Rapid and nondestructive determination of qualities in vacuum packaged catfish (Clarias leather) fillets during slurry ice storage" LINK

"Economic and chemometric studies to supplement food-grade soybean variety development in the Mid-Atlantic region" LINK

"Online Monitoring of Fermented Grains Parameters for Chinese Liquor Brewing Based on Near Infrared Spectroscopy" LINK




Horticulture NIR-Spectroscopy Applications

"Fast, simultaneous and contactless assessment of intact mango fruit by means of near infrared spectroscopy [J]" LINK

"The development of portable detector for apples soluble solids content based on visible and near infrared spectrum." LINK

"Non-destructive and fast method of mapping the distribution of the soluble solids content and pH in kiwifruit using object rotation near-infrared hyperspectral imaging ..." LINK




Food & Feed Industry NIR Usage

"A two-tiered system of analysis to tackle rice fraud: The Indian Basmati study" LINK





.

NIR-Predictor – Frequently Asked Questions (FAQ) / Häufig gestellte Fragen / Domande frequenti


NIR-Predictor – FAQ

Please also refer to the NIR-Predictor – Manual and check the Hints and Notes.


How to Configure / Load / Import / Activate / Setup / Use the Calibrations (*.cm) in NIR-Predictor?

Chapter “Configure the Calibrations for prediction usage” – NIR-Predictor – Manual


Do you have a calibration file for XY ?

We create custom calibrations out of your NIR + Lab measurements of XY.
We do not sell off-the-shelf calibrations.


I have downloaded the software but can’t see it?

Please note, that the download time will be very short, because of the small file size.
Check your browser’s download folder. The download is the file “NIR-PredictorVx.y.zip”


Why a .zip and no installer (Setup.exe) ?

Because a .zip deploy keeps it simple for all:

  • easy : no Administrator rights needed to install, delete it to uninstall
  • harmless : no system changes during setup
  • transparency : you see what you get

Is there a command line (CLI) version of NIR-Predictor ?

If you want to customize it in all details, our OEM API for NIR-instrument-software (White-Label) integration gives you full access. If you are an NIR-Vendor (or similar) please contact us via email info@CalibrationModel.com


The free NIR-Predictor does not create a model, what is wrong ?

As the name says, the NIR-Predictor just predicts NIR data with a model. To create a model you need to send your data to the CalibrationModel service, after development process you get an email with a link to the calibration where it can be purchased and downloaded.


Why does the creation of the PropertyFile.txt take so long with hundrets of spectra files?

It normally takes only 1-10 seconds not minutes.
Make sure that the spectra data files are stored locally on your main drive
and not on a cloud-drive or network storage or slow USB thumb drive or SD-Card.


Is there a way to use converted ASCII spectrum data to be used in NIR-Predictor?

Yes, this is the simplest ASCII CSV file format the NIR-Predictor supports.
And there are other formats supported.


Can you convert old calibration data from vendor A to be integrated to our new vendor B NIRS calibration data in our instrument?

No, we don’t do model or spectra conversion / transformation (aka model transfer).
We build optimized models with wavelength compatible data.


Does NIR-Predictor contain any malware, spyware or adware?

No, NIR-Predictor does not contain any malware, spyware or adware.


How to copy the prediction results from the table in the browser?

Copy selected columns from the table.
By holding down the Ctrl key, rectangular areas in the table can be selected with the mouse and copied to the clipboard with Ctrl+C and then copied to a spreadsheet program with Ctrl+V.


Will an expired calibration still work?

No. Until you extend the usage time.

The expired calibration file will be moved to the CalibrationExpired folder on the next start of NIR-Predictor or “Search and load Calibrations” menu function.

Selected Calibration files from the folder CalibrationExpired can be send to info@CalibrationModel.com with your Request file (.req) files for extending their usage time.

There is the possibility to get a perpetual usage, which means their is no expiration (valid until 2050).

That way you can get the time extended calibration back, that behaves exactly as the one before with extended usage time.


What does the calibration Expiration date mean exactly on the Prediction Report?

The Expiration date, it is the final day when the calibration will be valid (similar to credit cards).


What does the (number) in brackets after the [range] mean?

During the creation of a Calibration Request the NIR-Predictor shows a message containing

” ‘Prop1’ / “Quantitative [1.40 – 2.90] (154) “

here 154 is the number of unique values in the property range.


How long does it take to create of the property file and calibration request file from 500 spectra files?

Use a local folder on your computer (not a network drive) for your spectra files then the property file and the calibration request file is created in around 1-3 seconds. (measured on a system with SSD drive, Intel i7, 2.4 GHz)


I tried to create the calibration request and got the error message: The number of Property Values of all spectra are different?

Use the generated PropertiesBySpectra (Note: Spectra not Sample) template file.
Do not reformat the generated template file, just fill in the Property values and save as Text CSV (*.csv) file (not as Excel file “.xlsx”).


Are you able to create the calibration if we only have 20 spectra?

To create a reliable quantitative calibration you need measured spectra of at least 48..60 (more is better) different samples with different Lab-values in the required measuring range!
The NIR-Predictor will check for that automatically.


Same sample measured multiple times (replicate measurements), how to enter the Lab-value only once in Property file?

Use the created PropertiesBySample template (not the PropertiesBySpectra).


Different samples with exact the same Lab-value, how to enter the Lab-Values?

Entering the Lab-values into the generated PropertiesBySpectra template the NIR-Predictor detects them as the same Sample and as a result we have too less different values to build a calibration.
But in my case these are different samples with exact the same Lab-value, how to do?

You have to cheat a little bit to make NIR-Predictor do not detect same sample as measured multiple times.
This is because most NIR users do replicate measurements on the same sample and NIR-Predictor looks for that.
In PropertiesBySpectra modify the values a little bit to make them different, e.g.
0.18
0.18001
0.18002


Is the free NIR-Predictor software you provide for anyone to download and use?

Yes, if downloaded directly from our homepage by the user.
See also Software License Agreement


What is an Outlier?

The spectrum is an outlier to the model, if the spectrum is not similar with the spectra and lab-values the model is built with.

The default setting in NIR-Predictor Menu > “Report with Simplified Outlier Symbols”
is ON, that will show only the worst case instead of all combinations to have a simplified minimal information.
if OFF, that will show the combinations (e.g. “XO=” or “XO” or “O=” or “X=”), which is more informative for analyzing problem cases.
See also manual chapter Outliers.


If something is wrong, please tell us


Frequently Asked Questions (FAQ) / Häufig gestellte Fragen

NIR-Predictor Software

Q: Where are the FAQs of the NIR-Predictor software?

A: The NIR-Predictor FAQ can be found here NIR-Predictor FAQ.

Applications

Q: How much is your service (NIR Calibration Models)?

A: Please see Pricing

Q: How many samples do I need to send you for a new calibration?

A: Data samples from 100 – 120 different products to start, at least 60 – 100.

Q: What kind of NIR application you have and what equipment they support?

A: All major NIR and FT-NIR spectrometers and
mobile NIR instruments are supported.
We deliver the optimal calibration settings for your custom NIR data for your applicative purpose. We do not sell any NIR spectra files or any application/calibration files.

Q: What is the maximal number of parameters of a NIR Calibration?

A: We build and optimize each NIR Calibration for one parameter. That gives the possibility to use all advantages of spectral pre-processing and variable selection to get a robust and precise model. Your data files can contain multiple spectra with multiple parameters (there is no limit).

Q: Is qualification possible with quantitative calibration?

A: For A or B qualification define a product property e.g. name it “quality” where good is 1.0 and bad is 0.0.
The quantitative calibration than predicts values around the range 0.0 to 1.0 and that classify the “quality”.
A,B or C could also be possible to 0.0 0.5 1.0.
Add multiple properties to your samples, like “qualityAB” and “qualityABC” and we try all the properties to calibrate.

Compatibility

Q: Are our NIR Calibration Models independent of any kind of spectrometer?

A: The calibrations we develop with your NIR data are customized for your spectrometer (any brand).

Q: Are the NIR Calibrations compatible with my NIR spectrometer?

A: The customized calibrations based on your data will fit your NIR spectrometer’s resolution and wavelength range.

Q: What do you mean by “to rebuild the calibration in the used software”?

A: Our calibration report says something like: For the given data, the best calibration model required multiplicative scatter correction for preprocessing, a 2nd derivative Savitsky Golay filtering with 15 points window size, PLS with 5 components, etc.

Data Privacy

Q: Do you offer a package NIR spectra – data based on wet Chemistry?

A: We do not sell NIR-Spectral Data.

We develope calibrations from NIR-Spectral + Lab Data.

See also NIR Calibration Service explained

Q: How can I trust your service does not collect/store/giveaway my data?

A: Please read our Terms of Service (TOS). We do not collect your data.

After processing your data into a calibration, your data is deleted from our servers.

You don’t want to trust anyone? Not even your instrument vendor?

Then anonymize your data, with the NIR JCAMP-Anonymizer Software

Q: How to make others have no re-use of my NIR data?

A: Anonymize your data! Here is how:

Prediction Model Adjustment, Model Correction, Model Updates

Q: Why is it recommended to recalibrate the NIRS on an ongoing basis?

A: read more

Q: How to interpret / judge the Calibration Statistics?

A: Interpretation of the Calibration Statistics