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





.