Spectroscopy and Chemometrics News Weekly #50, 2018Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #50, 2018Spettroscopia e Chemiometria Weekly News #50, 2018

CalibrationModel.com

Near Infrared (NIR) Analysis Software, work smart with all NIR Spectrometers for quantitative sensing & detection. | AnalyticalChemistry LabManger Chemical Analysis Equipment ChemicalAnalysis Analytical Instruments Laboratory LabEquipment LINK

Spectroscopy and Chemometrics News Weekly 49, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors Spectrometry LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 49, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 49, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK


Get the Chemometrics and Spectroscopy News in real time on Twitter @ CalibModel and follow us.


Chemometrics

"Prediction of Sugar and Acidity Contents in Pineapple using Near Infrared Spectroscopy" LINK

"Authenticity Analysis of Almond Powder using FT-NIR Spectroscopy and Chemometrics" LINK

"Chemometrics in China - Discover a special issue highlighting the best of Chinese chemometrics research" LINK

"Cetane number prediction of waste cooking oil-derived biodiesel prior to transesterification reaction using near infrared spectroscopy" LINK

"Tea types classification with data fusion of UV-Vis, synchronous fluorescence and NIR spectroscopies and chemometric analysis" LINK

"Qualitative and quantitative analysis of counterfeit Fluconazole capsules: A non-invasive approach using NIR spectroscopy and chemometrics" LINK

"Comparison of Multivariable Techniques for Brand Classification of Turmeric Powders by Near-infrared (NIR) Spectroscopy" LINK




Infrared

"Research on Near Infrared Spectroscopy Application for Aflatoxin Testing on Rice" LINK

"Antioxidant capacity of Camellia japonica cultivars assessed by near- and mid-infrared spectroscopy" LINK

"Evaluation of Carbohydrate Concentrations in Phalaenopsis Using Near-infrared Spectroscopy" LINK

"Nondestructive egg freshness assessment from the equatorial and blunt region based on visible near infrared spectroscopy" LINK

"Detection of parameters in solid state fermentation of Monascus by near infrared spectroscopy" LINK




Hyperspectral

"Hyperspectral imaging under low illumination with a single photon camera" LINK




Spectral Imaging

"Vegetation monitoring using multispectral sensors - best practices and lessons learned from high latitudes" NDVI UAV LINK




Agriculture

"Non-destructive Determination of Moisture Content of Livestock Feed" LINK

"Application of Spectral Analysis and Wavelenghth Selection Techniques to Agricultural Products" LINK




Medicinal

"Non Invasive Blood Glucose Detection along with an Assistive Diabetes Monitoring App" LINK




Laboratory

"High-performance and scalable on-chip digital Fourier transform spectroscopy" LINK




Other

"A review of optical methods for continuous glucose monitoring" LINK

"Preiswerte Chips revolutionieren optische Spektrometrie" LINK






CalibrationModel.com

Near Infrared (NIR) Analysis Software, work smart with all NIR Spectrometers for quantitative sensing & detection. | AnalyticalChemistry LabManger Chemical Analysis Equipment ChemicalAnalysis Analytical Instruments Laboratory LabEquipment LINK

Spectroscopy and Chemometrics News Weekly 49, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors Spectrometry LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 49, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 49, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK


Get the Chemometrics and Spectroscopy News in real time on Twitter @ CalibModel and follow us.


Chemometrics

"Prediction of Sugar and Acidity Contents in Pineapple using Near Infrared Spectroscopy" LINK

"Authenticity Analysis of Almond Powder using FT-NIR Spectroscopy and Chemometrics" LINK

"Chemometrics in China - Discover a special issue highlighting the best of Chinese chemometrics research" LINK

"Cetane number prediction of waste cooking oil-derived biodiesel prior to transesterification reaction using near infrared spectroscopy" LINK

"Tea types classification with data fusion of UV-Vis, synchronous fluorescence and NIR spectroscopies and chemometric analysis" LINK

"Qualitative and quantitative analysis of counterfeit Fluconazole capsules: A non-invasive approach using NIR spectroscopy and chemometrics" LINK

"Comparison of Multivariable Techniques for Brand Classification of Turmeric Powders by Near-infrared (NIR) Spectroscopy" LINK




Infrared

"Research on Near Infrared Spectroscopy Application for Aflatoxin Testing on Rice" LINK

"Antioxidant capacity of Camellia japonica cultivars assessed by near- and mid-infrared spectroscopy" LINK

"Evaluation of Carbohydrate Concentrations in Phalaenopsis Using Near-infrared Spectroscopy" LINK

"Nondestructive egg freshness assessment from the equatorial and blunt region based on visible near infrared spectroscopy" LINK

"Detection of parameters in solid state fermentation of Monascus by near infrared spectroscopy" LINK




Hyperspectral

"Hyperspectral imaging under low illumination with a single photon camera" LINK




Spectral Imaging

"Vegetation monitoring using multispectral sensors - best practices and lessons learned from high latitudes" NDVI UAV LINK




Agriculture

"Non-destructive Determination of Moisture Content of Livestock Feed" LINK

"Application of Spectral Analysis and Wavelenghth Selection Techniques to Agricultural Products" LINK




Medicinal

"Non Invasive Blood Glucose Detection along with an Assistive Diabetes Monitoring App" LINK




Laboratory

"High-performance and scalable on-chip digital Fourier transform spectroscopy" LINK




Other

"A review of optical methods for continuous glucose monitoring" LINK

"Preiswerte Chips revolutionieren optische Spektrometrie" LINK






CalibrationModel.com

Near Infrared (NIR) Analysis Software, work smart with all NIR Spectrometers for quantitative sensing & detection. | AnalyticalChemistry LabManger Chemical Analysis Equipment ChemicalAnalysis Analytical Instruments Laboratory LabEquipment LINK

Spectroscopy and Chemometrics News Weekly 49, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors Spectrometry LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 49, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 49, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK


Get the Chemometrics and Spectroscopy News in real time on Twitter @ CalibModel and follow us.


Chemometrics

"Prediction of Sugar and Acidity Contents in Pineapple using Near Infrared Spectroscopy" LINK

"Authenticity Analysis of Almond Powder using FT-NIR Spectroscopy and Chemometrics" LINK

"Chemometrics in China - Discover a special issue highlighting the best of Chinese chemometrics research" LINK

"Cetane number prediction of waste cooking oil-derived biodiesel prior to transesterification reaction using near infrared spectroscopy" LINK

"Tea types classification with data fusion of UV-Vis, synchronous fluorescence and NIR spectroscopies and chemometric analysis" LINK

"Qualitative and quantitative analysis of counterfeit Fluconazole capsules: A non-invasive approach using NIR spectroscopy and chemometrics" LINK

"Comparison of Multivariable Techniques for Brand Classification of Turmeric Powders by Near-infrared (NIR) Spectroscopy" LINK




Infrared

"Research on Near Infrared Spectroscopy Application for Aflatoxin Testing on Rice" LINK

"Antioxidant capacity of Camellia japonica cultivars assessed by near- and mid-infrared spectroscopy" LINK

"Evaluation of Carbohydrate Concentrations in Phalaenopsis Using Near-infrared Spectroscopy" LINK

"Nondestructive egg freshness assessment from the equatorial and blunt region based on visible near infrared spectroscopy" LINK

"Detection of parameters in solid state fermentation of Monascus by near infrared spectroscopy" LINK




Hyperspectral

"Hyperspectral imaging under low illumination with a single photon camera" LINK




Spectral Imaging

"Vegetation monitoring using multispectral sensors - best practices and lessons learned from high latitudes" NDVI UAV LINK




Agriculture

"Non-destructive Determination of Moisture Content of Livestock Feed" LINK

"Application of Spectral Analysis and Wavelenghth Selection Techniques to Agricultural Products" LINK




Medicinal

"Non Invasive Blood Glucose Detection along with an Assistive Diabetes Monitoring App" LINK




Laboratory

"High-performance and scalable on-chip digital Fourier transform spectroscopy" LINK




Other

"A review of optical methods for continuous glucose monitoring" LINK

"Preiswerte Chips revolutionieren optische Spektrometrie" LINK






Spectroscopy and Chemometrics News Weekly #49, 2018Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #49, 2018Spettroscopia e Chemiometria Weekly News #49, 2018

CalibrationModel.com

NIR Machine Learning Software as a Service, a Game Changer for NIR Productivity and NIR Accuracy and NIR Precision! ( NIRS Spectroscopy AI MLaaS AutoML) LINK

Spectroscopy and Chemometrics News Weekly 48, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors Spectrometry LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 48, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 48, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK






Chemometrics

"Using deep learning to predict soil properties from regional spectral data" LINK

"Determination of Pesticide in Banana by Infrared Spectroscopy Using Partial Least Square-Discriminant Analysis" LINK

"Quantification of Different Forms of Iron from Intact Soil Cores of Paddy Fields with Vis-NIR Spectroscopy" LINK

"A Vis-NIR spectral library to predict clay in Australian cotton growing soil" LINK




Near Infrared

"Water spectral pattern as a marker for studying apple sensory texture" aquaphotomics crispness juiciness mealiness NIR LINK

"Near-Infrared (NIR) Spectrometry as a Fast and Reliable Tool for Fat and Moisture Analyses in Olives" LINK

"A New Statistical Approach to Describe the Quality of Extra Virgin Olive Oils Using Near Infrared Spectroscopy (NIR) and Traditional Analytical Parameters" LINK

"Olive oil nutritional labeling by using Vis/NIR spectroscopy and compositional statistical methods" LINK

"Sparse NIR Optimization method (SNIRO) to quantify analyte composition with visible (VIS)/near infrared (NIR) spectroscopy (350nm-2500nm)" LINK

"Monitoring the growth and maturation of apple fruit on the tree with handheld Vis/NIR devices" LINK




Infrared

"Direct Determination of Ni2+-Capacity of IMAC Materials Using Near-Infrared Spectroscopy" LINK

"Quantitative analysis of quality for marian plum (Bouea burmanica Griff.) by transmittance near infrared spectroscopy" LINK

"Variable selection for the determination of total polar materials in fried oils by near infrared spectroscopy" LINK

"Biodiesel Synthesis Monitoring using Near Infrared Spectroscopy" LINK

"Non-destructive chemical analysis of water and chlorine content in cement paste using near-infrared spectroscopy" LINK




Hyperspectral

"Identification of Maize Kernel Vigor under Different Accelerated Aging Times Using Hyperspectral Imaging" LINK




Environment

"Interval Multiple-output Soft sensors Development with Capacity Control for Wastewater Treatment Applications: A Comparative Study" LINK




Other

"Nondestructive measurements of postharvest changes in lamb's lettuce" LINK





CalibrationModel.com

NIR Machine Learning Software as a Service, a Game Changer for NIR Productivity and NIR Accuracy and NIR Precision! ( NIRS Spectroscopy AI MLaaS AutoML) LINK

Spectroscopy and Chemometrics News Weekly 48, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors Spectrometry LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 48, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 48, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK






Chemometrics

"Using deep learning to predict soil properties from regional spectral data" LINK

"Determination of Pesticide in Banana by Infrared Spectroscopy Using Partial Least Square-Discriminant Analysis" LINK

"Quantification of Different Forms of Iron from Intact Soil Cores of Paddy Fields with Vis-NIR Spectroscopy" LINK

"A Vis-NIR spectral library to predict clay in Australian cotton growing soil" LINK




Near Infrared

"Water spectral pattern as a marker for studying apple sensory texture" aquaphotomics crispness juiciness mealiness NIR LINK

"Near-Infrared (NIR) Spectrometry as a Fast and Reliable Tool for Fat and Moisture Analyses in Olives" LINK

"A New Statistical Approach to Describe the Quality of Extra Virgin Olive Oils Using Near Infrared Spectroscopy (NIR) and Traditional Analytical Parameters" LINK

"Olive oil nutritional labeling by using Vis/NIR spectroscopy and compositional statistical methods" LINK

"Sparse NIR Optimization method (SNIRO) to quantify analyte composition with visible (VIS)/near infrared (NIR) spectroscopy (350nm-2500nm)" LINK

"Monitoring the growth and maturation of apple fruit on the tree with handheld Vis/NIR devices" LINK




Infrared

"Direct Determination of Ni2+-Capacity of IMAC Materials Using Near-Infrared Spectroscopy" LINK

"Quantitative analysis of quality for marian plum (Bouea burmanica Griff.) by transmittance near infrared spectroscopy" LINK

"Variable selection for the determination of total polar materials in fried oils by near infrared spectroscopy" LINK

"Biodiesel Synthesis Monitoring using Near Infrared Spectroscopy" LINK

"Non-destructive chemical analysis of water and chlorine content in cement paste using near-infrared spectroscopy" LINK




Hyperspectral

"Identification of Maize Kernel Vigor under Different Accelerated Aging Times Using Hyperspectral Imaging" LINK




Environment

"Interval Multiple-output Soft sensors Development with Capacity Control for Wastewater Treatment Applications: A Comparative Study" LINK




Other

"Nondestructive measurements of postharvest changes in lamb's lettuce" LINK





CalibrationModel.com

NIR Machine Learning Software as a Service, a Game Changer for NIR Productivity and NIR Accuracy and NIR Precision! ( NIRS Spectroscopy AI MLaaS AutoML) LINK

Spectroscopy and Chemometrics News Weekly 48, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors Spectrometry LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 48, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 48, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK






Chemometrics

"Using deep learning to predict soil properties from regional spectral data" LINK

"Determination of Pesticide in Banana by Infrared Spectroscopy Using Partial Least Square-Discriminant Analysis" LINK

"Quantification of Different Forms of Iron from Intact Soil Cores of Paddy Fields with Vis-NIR Spectroscopy" LINK

"A Vis-NIR spectral library to predict clay in Australian cotton growing soil" LINK




Near Infrared

"Water spectral pattern as a marker for studying apple sensory texture" aquaphotomics crispness juiciness mealiness NIR LINK

"Near-Infrared (NIR) Spectrometry as a Fast and Reliable Tool for Fat and Moisture Analyses in Olives" LINK

"A New Statistical Approach to Describe the Quality of Extra Virgin Olive Oils Using Near Infrared Spectroscopy (NIR) and Traditional Analytical Parameters" LINK

"Olive oil nutritional labeling by using Vis/NIR spectroscopy and compositional statistical methods" LINK

"Sparse NIR Optimization method (SNIRO) to quantify analyte composition with visible (VIS)/near infrared (NIR) spectroscopy (350nm-2500nm)" LINK

"Monitoring the growth and maturation of apple fruit on the tree with handheld Vis/NIR devices" LINK




Infrared

"Direct Determination of Ni2+-Capacity of IMAC Materials Using Near-Infrared Spectroscopy" LINK

"Quantitative analysis of quality for marian plum (Bouea burmanica Griff.) by transmittance near infrared spectroscopy" LINK

"Variable selection for the determination of total polar materials in fried oils by near infrared spectroscopy" LINK

"Biodiesel Synthesis Monitoring using Near Infrared Spectroscopy" LINK

"Non-destructive chemical analysis of water and chlorine content in cement paste using near-infrared spectroscopy" LINK




Hyperspectral

"Identification of Maize Kernel Vigor under Different Accelerated Aging Times Using Hyperspectral Imaging" LINK




Environment

"Interval Multiple-output Soft sensors Development with Capacity Control for Wastewater Treatment Applications: A Comparative Study" LINK




Other

"Nondestructive measurements of postharvest changes in lamb's lettuce" LINK





Spectroscopy and Chemometrics News Weekly #32, 2018Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #32, 2018Spettroscopia e Chemiometria Weekly News #32, 2018

Get the Chemometrics and Spectroscopy News in real time on Twitter @ CalibModel and follow us.


Chemometrics

"Quantification of active ingredients in Potentilla tormentilla by Raman and infrared spectroscopy." LINK

"Selecting the Best Machine Learning Algorithm for Your Regression Problem" LINK

New Release via OSA_Optica: Machine Learning Technique Reconstructs Images Passing through a Multimode Fiber. "The new method showed remarkable robustness against environmental instabilities even over long fibers." Read More: LINK

"Building Reliable Machine Learning Models with Cross-validation" LINK

"Assessing the capability of Fourier transform infrared spectroscopy in tandem with chemometric analysis for predicting poultry meat spoilage" LINK

"Rapid identification and quantification of Panax notoginseng with its adulterants by near infrared spectroscopy combined with chemometrics." Adulteration LINK

"Quantitative analysis modeling of infrared spectroscopy based on ensemble convolutional neural networks" LINK

"Machine Learning Applied to Near-Infrared Spectra for Chicken Meat Classification" LINK

"Rapid detection of three quality parameters and classification of wine based on Vis-NIR spectroscopy with wavelength selection by ACO and CARS algorithms." LINK




Near Infrared

"Single-trial NIRS data classification for brain-computer interfaces using graph signal processing." LINK

"Non-destructive prediction of protein content in wheat using NIRS." Nondestructive LINK

"Fast authentication of tea tree oil through spectroscopy." NIRS AnalyticalChemistry LINK

"Real time release testing of tablet content and content uniformity." | Pharma dosage QualityByDesign QbD NIRS LINK

"Physical Barrier Type Abuse-Deterrent Formulations: Monitoring Sintering-Induced Microstructural Changes in Polyethylene Oxide Placebo Tablets by Near Infrared Spectroscopy (NIRS)." LINK

"Rapid Authentication and Quality Evaluation of Cinnamomum verum Powder Using Near-Infrared Spectroscopy and Multivariate Analyses." LINK




Infrared

"New study first to demonstrate a chip-scale broadband optical system that can sense molecules in the mid-infrared" LINK




Raman

"An improved method based on a new wavelet transform for overlapped peak detection on spectrum obtained by portable Raman system" LINK




Facts

"A small team of student AI coders beats Google’s machine-learning code" LINK

"Machine Learning Technique Reconstructs Images Passing through a Multimode Fiber" LINK




DataFormats

"Are your spectroscopic data FAIR?" - FAIR stands for Findable, Accessible, Interoperable, Reusable. - IUPAC JCAMP-DX 6.0 is coming.... - spectroscopy LINK




Process Control

The key concept of sampling errors - the Theory of Sampling (TOS) - is applied in key industrial sectors (mining, minerals, cement and metals processing). LINK




Agriculture

"Canopy Hyperspectral Sensing of Paddy Fields at the Booting Stage and PLS Regression can Assess Grain Yield" LINK

"Agricultural Applications of Spectroscopy - The basic principle of spectroscopy involves dissecting the light of a specific object into various wavelengths that represent different physical properties of the object, some of which include temperature.." LINK




Laboratory

"ILS: An R package for statistical analysis in Interlaboratory Studies" LINK




CalibrationModel.com

Near Infrared (NIR) Analysis Software, work smart with all NIR Spectrometers for quantitative sensing & detection. | AnalyticalChemistry LabManger Chemical Analysis Equipment ChemicalAnalysis Analytical Instruments Laboratory LabEquipment LINK

New : FREE NIR Predictor Software, drag&drop spectral data to plug&play calibrations, for any NIRS Analysis sensor type. | Chemometrics Prediction LINK




Holen Sie sich die Chemometrie und Spektroskopie Nachrichten in Echtzeit auf Twitter @ CalibModel


Chemometrics

"Quantification of active ingredients in Potentilla tormentilla by Raman and infrared spectroscopy." LINK

"Selecting the Best Machine Learning Algorithm for Your Regression Problem" LINK

New Release via OSA_Optica: Machine Learning Technique Reconstructs Images Passing through a Multimode Fiber. "The new method showed remarkable robustness against environmental instabilities even over long fibers." Read More: LINK

"Building Reliable Machine Learning Models with Cross-validation" LINK

"Assessing the capability of Fourier transform infrared spectroscopy in tandem with chemometric analysis for predicting poultry meat spoilage" LINK

"Rapid identification and quantification of Panax notoginseng with its adulterants by near infrared spectroscopy combined with chemometrics." Adulteration LINK

"Quantitative analysis modeling of infrared spectroscopy based on ensemble convolutional neural networks" LINK

"Machine Learning Applied to Near-Infrared Spectra for Chicken Meat Classification" LINK

"Rapid detection of three quality parameters and classification of wine based on Vis-NIR spectroscopy with wavelength selection by ACO and CARS algorithms." LINK




Near Infrared

"Single-trial NIRS data classification for brain-computer interfaces using graph signal processing." LINK

"Non-destructive prediction of protein content in wheat using NIRS." Nondestructive LINK

"Fast authentication of tea tree oil through spectroscopy." NIRS AnalyticalChemistry LINK

"Real time release testing of tablet content and content uniformity." | Pharma dosage QualityByDesign QbD NIRS LINK

"Physical Barrier Type Abuse-Deterrent Formulations: Monitoring Sintering-Induced Microstructural Changes in Polyethylene Oxide Placebo Tablets by Near Infrared Spectroscopy (NIRS)." LINK

"Rapid Authentication and Quality Evaluation of Cinnamomum verum Powder Using Near-Infrared Spectroscopy and Multivariate Analyses." LINK




Infrared

"New study first to demonstrate a chip-scale broadband optical system that can sense molecules in the mid-infrared" LINK




Raman

"An improved method based on a new wavelet transform for overlapped peak detection on spectrum obtained by portable Raman system" LINK




Facts

"A small team of student AI coders beats Google’s machine-learning code" LINK

"Machine Learning Technique Reconstructs Images Passing through a Multimode Fiber" LINK




DataFormats

"Are your spectroscopic data FAIR?" - FAIR stands for Findable, Accessible, Interoperable, Reusable. - IUPAC JCAMP-DX 6.0 is coming.... - spectroscopy LINK




Process Control

The key concept of sampling errors - the Theory of Sampling (TOS) - is applied in key industrial sectors (mining, minerals, cement and metals processing). LINK




Agriculture

"Canopy Hyperspectral Sensing of Paddy Fields at the Booting Stage and PLS Regression can Assess Grain Yield" LINK

"Agricultural Applications of Spectroscopy - The basic principle of spectroscopy involves dissecting the light of a specific object into various wavelengths that represent different physical properties of the object, some of which include temperature.." LINK




Laboratory

"ILS: An R package for statistical analysis in Interlaboratory Studies" LINK



br>

CalibrationModel.com

Near Infrared (NIR) Analysis Software, work smart with all NIR Spectrometers for quantitative sensing & detection. | AnalyticalChemistry LabManger Chemical Analysis Equipment ChemicalAnalysis Analytical Instruments Laboratory LabEquipment LINK

New : FREE NIR Predictor Software, drag&drop spectral data to plug&play calibrations, for any NIRS Analysis sensor type. | Chemometrics Prediction LINK




I chemiometria e messaggi di spettroscopia in tempo reale su Twitter @ CalibModel



Chemometrics

"Quantification of active ingredients in Potentilla tormentilla by Raman and infrared spectroscopy." LINK

"Selecting the Best Machine Learning Algorithm for Your Regression Problem" LINK

New Release via OSA_Optica: Machine Learning Technique Reconstructs Images Passing through a Multimode Fiber. "The new method showed remarkable robustness against environmental instabilities even over long fibers." Read More: LINK

"Building Reliable Machine Learning Models with Cross-validation" LINK

"Assessing the capability of Fourier transform infrared spectroscopy in tandem with chemometric analysis for predicting poultry meat spoilage" LINK

"Rapid identification and quantification of Panax notoginseng with its adulterants by near infrared spectroscopy combined with chemometrics." Adulteration LINK

"Quantitative analysis modeling of infrared spectroscopy based on ensemble convolutional neural networks" LINK

"Machine Learning Applied to Near-Infrared Spectra for Chicken Meat Classification" LINK

"Rapid detection of three quality parameters and classification of wine based on Vis-NIR spectroscopy with wavelength selection by ACO and CARS algorithms." LINK




Near Infrared

"Single-trial NIRS data classification for brain-computer interfaces using graph signal processing." LINK

"Non-destructive prediction of protein content in wheat using NIRS." Nondestructive LINK

"Fast authentication of tea tree oil through spectroscopy." NIRS AnalyticalChemistry LINK

"Real time release testing of tablet content and content uniformity." | Pharma dosage QualityByDesign QbD NIRS LINK

"Physical Barrier Type Abuse-Deterrent Formulations: Monitoring Sintering-Induced Microstructural Changes in Polyethylene Oxide Placebo Tablets by Near Infrared Spectroscopy (NIRS)." LINK

"Rapid Authentication and Quality Evaluation of Cinnamomum verum Powder Using Near-Infrared Spectroscopy and Multivariate Analyses." LINK




Infrared

"New study first to demonstrate a chip-scale broadband optical system that can sense molecules in the mid-infrared" LINK




Raman

"An improved method based on a new wavelet transform for overlapped peak detection on spectrum obtained by portable Raman system" LINK




Facts

"A small team of student AI coders beats Google’s machine-learning code" LINK

"Machine Learning Technique Reconstructs Images Passing through a Multimode Fiber" LINK




DataFormats

"Are your spectroscopic data FAIR?" - FAIR stands for Findable, Accessible, Interoperable, Reusable. - IUPAC JCAMP-DX 6.0 is coming.... - spectroscopy LINK




Process Control

The key concept of sampling errors - the Theory of Sampling (TOS) - is applied in key industrial sectors (mining, minerals, cement and metals processing). LINK




Agriculture

"Canopy Hyperspectral Sensing of Paddy Fields at the Booting Stage and PLS Regression can Assess Grain Yield" LINK

"Agricultural Applications of Spectroscopy - The basic principle of spectroscopy involves dissecting the light of a specific object into various wavelengths that represent different physical properties of the object, some of which include temperature.." LINK




Laboratory

"ILS: An R package for statistical analysis in Interlaboratory Studies" LINK




CalibrationModel.com

Near Infrared (NIR) Analysis Software, work smart with all NIR Spectrometers for quantitative sensing & detection. | AnalyticalChemistry LabManger Chemical Analysis Equipment ChemicalAnalysis Analytical Instruments Laboratory LabEquipment LINK

New : FREE NIR Predictor Software, drag&drop spectral data to plug&play calibrations, for any NIRS Analysis sensor type. | Chemometrics Prediction LINK




Spectroscopy and Chemometrics News Weekly #31, 2018Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #31, 2018Spettroscopia e Chemiometria Weekly News #31, 2018

Chemometrics

How to Configure the Number of Layers and Nodes in NeuralNetworks: BigData DataScience AI MachineLearning DeepLearning Algorithms by Source for graphic: | abdsc (2018.08.02) LINK

"Visible-Near-Infrared Spectroscopy can predict Mass Transport of Dissolved Chemicals through Intact Soil." (2018.08.02) LINK

"Classification and compositional characterization of different varieties of cocoa beans by near infrared spectroscopy and multivariate statistical analyses." (2018.08.02) LINK

"Classification of Chicken Parts Using a Portable Near-Infrared (NIR) Spectrophotometer and Machine Learning." (2018.08.02) LINK

"Rapid Prediction of Low (<1%) trans Fat Content in Edible Oils and Fast Food Lipid Extracts by Infrared Spectroscopy and Partial Least Squares Regression" (2018.07.31) LINK

"Evaluating the performance of a consumer scale SCiO™ molecular sensor to predict quality of horticultural products" (2018.07.30) LINK

"Estimation of Total Phenols, Flavanols and Extractability of Phenolic Compounds in Grape Seeds Using Vibrational Spectroscopy and Chemometric Tools" (2018.07.26) LINK



Near Infrared

"FT-NIR, MicroNIR and LED-MicroNIR for Detection of Adulteration in Palm Oil via PLS and LDA" FTNIR NIRS (2018.08.03) LINK

"Long-Length Fiber Optic Near-Infrared (NIR) Spectroscopy Probes for On-Line Quality Control of Processed Land Animal Proteins" (2018.08.03) LINK

"Near-infrared spectroscopy for rapid and simultaneous determination of five main active components in rhubarb of different geographical origins and processing." (2018.08.02) LINK

"Marktech Optoelectronics Introduces Silicon Avalanche Photodiodes for Low-Level Light and Short Pulse Detection" UV NIR NIRS SWIR (2018.08.02) LINK

"Innovative Technology Promises Fast, Cost-Efficient Age Data for Fisheries Management" FTNIR (2018.07.31) LINK

"Rapid qualitative and quantitative analysis of methamphetamine, ketamine, heroin, and cocaine by near-infrared spectroscopy." (2018.07.31) LINK

We (led by ) have been independently assessing thew value of consumer scale NIR devices for horticultural quality assessment. Here is our published work assessing (2018.07.30) LINK



Infrared

"Fault Detection Based on Near-Infrared Spectra for the Oil Desalting Process" (2018.08.05) LINK

"Common Infrared Optical Materials and Coatings: A Guide to Properties, Performance and Applications" (2018.08.04) LINK



Raman

SpectraBase - FREE, fast text access to hundreds of thousands of NMR, IR, Raman, UV-Vis, and mass spectra! spectroscopy (2018.08.02) LINK



Agriculture

"Three-Dimensional Reconstruction of Soybean Canopies Using Multisource Imaging for Phenotyping Analysis" (2018.08.03) LINK

"Smartphone Spectroscopy Promises a Data-Rich Future - An upsurge of portable, consumer-facing devices at the intersection of smartphone computing and spectroscopy is now leveraging integration. " (2018.08.02) LINK

Innovative Technology Promises Fast, Cost-Efficient Age Data for Fisheries Management (2018.07.31) LINK

"Smartphone-Based Food Diagnostic Technologies: A Review" (2018.07.30) LINK



Petro

"Detection, Purity Analysis, and Quality Assurance of Adulterated Peanut (Arachis Hypogaea) Oils" (2018.08.02) LINK



Pharma

"Potential of near infrared spectroscopy and pattern recognition for rapid discrimination and quantification of Gleditsia sinensis thorn powder with adulterants." (2018.08.02) LINK



Medicinal

A micro-spectrometer fit for a smartphone: Could the power to measure things like CO2, food freshness, and blood sugar levels soon be in the palm of our hands? |rld/magazine/article/323/micro-spectrometer-opens-door-to-a-wealth-of-new-smartphone-functions?utm_source=twitter.com/CalibModel health safety medicine spectroscopy (2018.02.25) LINK

"Near-infrared spectroscopy detects age-related differences in skeletal muscle oxidative function: promising implications for geroscience." (2018.02.08) LINK




Other

69% of decision makers say industrial analytics will be crucial for business in 2020. | IoT IIoT MT LINK





CalibrationModel.com

Free Chemometric NIR Predictor Software! Simple plug&play calibrations, drag&drop spectral data, for any NIRS sensor device. Easy to use software for off-line and real-time prediction without limits. offline realtime (2018.08.04) LINK

Automated NIRS spectroscopy chemometrics method development with MachineLearning for spectrometer Spectral IoT sensor SmartSensor SmartSensors (2018.07.25) LINK

Automatic NIR Spectroscopy Calibration-Development as a Service. Applicable with free NIR-Predictor software or via OEM API. | NIRSpectroscopy NearInfrared NIRanalysis spectrometers DataAnalytics Regression Spectral Sensors QualityControl Lab (2018.07.26) LINK

Increase Your Profit with optimized NIRS Accuracy with Calibration as a Service (CaaS) and the new free NIR-Predictor software. | foodsafety Feed Lab QC QA testing (2018.08.03) LINK

New : FREE NIR Predictor Software, drag&drop spectral data to plug&play calibrations, for any NIRS Analysis sensor type. | Chemometrics Prediction (2018.07.24) LINK

Spectroscopy and Chemometrics News (KW 11-30 2018) | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors (2018.07.25) LINK

Spektroskopie und Chemometrie Neuigkeiten (KW 11-30 2018) | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor (2018.07.25) LINK

Spettroscopia e Chemiometria Weekly (KW 11-30 2018) | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore (2018.07.25) LINK

光谱学和化学计量学新闻(KW#11-#30 2018) | 近红外光谱化学计量学分析光谱仪传感器 (2018.07.26) LINK

分光法とケモメトリックスニュース(KW#11-#30 2018) | 赤外分光法・ケモメトリックスの分光センサーの近く (2018.07.26) LINK




Chemometrics

How to Configure the Number of Layers and Nodes in NeuralNetworks: BigData DataScience AI MachineLearning DeepLearning Algorithms by Source for graphic: | abdsc (2018.08.02) LINK

"Visible-Near-Infrared Spectroscopy can predict Mass Transport of Dissolved Chemicals through Intact Soil." (2018.08.02) LINK

"Classification and compositional characterization of different varieties of cocoa beans by near infrared spectroscopy and multivariate statistical analyses." (2018.08.02) LINK

"Classification of Chicken Parts Using a Portable Near-Infrared (NIR) Spectrophotometer and Machine Learning." (2018.08.02) LINK

"Rapid Prediction of Low (<1%) trans Fat Content in Edible Oils and Fast Food Lipid Extracts by Infrared Spectroscopy and Partial Least Squares Regression" (2018.07.31) LINK

"Evaluating the performance of a consumer scale SCiO™ molecular sensor to predict quality of horticultural products" (2018.07.30) LINK

"Estimation of Total Phenols, Flavanols and Extractability of Phenolic Compounds in Grape Seeds Using Vibrational Spectroscopy and Chemometric Tools" (2018.07.26) LINK



Near Infrared

"FT-NIR, MicroNIR and LED-MicroNIR for Detection of Adulteration in Palm Oil via PLS and LDA" FTNIR NIRS (2018.08.03) LINK

"Long-Length Fiber Optic Near-Infrared (NIR) Spectroscopy Probes for On-Line Quality Control of Processed Land Animal Proteins" (2018.08.03) LINK

"Near-infrared spectroscopy for rapid and simultaneous determination of five main active components in rhubarb of different geographical origins and processing." (2018.08.02) LINK

"Marktech Optoelectronics Introduces Silicon Avalanche Photodiodes for Low-Level Light and Short Pulse Detection" UV NIR NIRS SWIR (2018.08.02) LINK

"Innovative Technology Promises Fast, Cost-Efficient Age Data for Fisheries Management" FTNIR (2018.07.31) LINK

"Rapid qualitative and quantitative analysis of methamphetamine, ketamine, heroin, and cocaine by near-infrared spectroscopy." (2018.07.31) LINK

We (led by ) have been independently assessing thew value of consumer scale NIR devices for horticultural quality assessment. Here is our published work assessing (2018.07.30) LINK



Infrared

"Fault Detection Based on Near-Infrared Spectra for the Oil Desalting Process" (2018.08.05) LINK

"Common Infrared Optical Materials and Coatings: A Guide to Properties, Performance and Applications" (2018.08.04) LINK



Raman

SpectraBase - FREE, fast text access to hundreds of thousands of NMR, IR, Raman, UV-Vis, and mass spectra! spectroscopy (2018.08.02) LINK



Agriculture

"Three-Dimensional Reconstruction of Soybean Canopies Using Multisource Imaging for Phenotyping Analysis" (2018.08.03) LINK

"Smartphone Spectroscopy Promises a Data-Rich Future - An upsurge of portable, consumer-facing devices at the intersection of smartphone computing and spectroscopy is now leveraging integration. " (2018.08.02) LINK

Innovative Technology Promises Fast, Cost-Efficient Age Data for Fisheries Management (2018.07.31) LINK

"Smartphone-Based Food Diagnostic Technologies: A Review" (2018.07.30) LINK



Petro

"Detection, Purity Analysis, and Quality Assurance of Adulterated Peanut (Arachis Hypogaea) Oils" (2018.08.02) LINK



Pharma

"Potential of near infrared spectroscopy and pattern recognition for rapid discrimination and quantification of Gleditsia sinensis thorn powder with adulterants." (2018.08.02) LINK



Medicinal

A micro-spectrometer fit for a smartphone: Could the power to measure things like CO2, food freshness, and blood sugar levels soon be in the palm of our hands? |rld/magazine/article/323/micro-spectrometer-opens-door-to-a-wealth-of-new-smartphone-functions?utm_source=twitter.com/CalibModel health safety medicine spectroscopy (2018.02.25) LINK

"Near-infrared spectroscopy detects age-related differences in skeletal muscle oxidative function: promising implications for geroscience." (2018.02.08) LINK




Other

69% of decision makers say industrial analytics will be crucial for business in 2020. | IoT IIoT MT LINK





CalibrationModel.com

Free Chemometric NIR Predictor Software! Simple plug&play calibrations, drag&drop spectral data, for any NIRS sensor device. Easy to use software for off-line and real-time prediction without limits. offline realtime (2018.08.04) LINK

Automated NIRS spectroscopy chemometrics method development with MachineLearning for spectrometer Spectral IoT sensor SmartSensor SmartSensors (2018.07.25) LINK

Automatic NIR Spectroscopy Calibration-Development as a Service. Applicable with free NIR-Predictor software or via OEM API. | NIRSpectroscopy NearInfrared NIRanalysis spectrometers DataAnalytics Regression Spectral Sensors QualityControl Lab (2018.07.26) LINK

Increase Your Profit with optimized NIRS Accuracy with Calibration as a Service (CaaS) and the new free NIR-Predictor software. | foodsafety Feed Lab QC QA testing (2018.08.03) LINK

New : FREE NIR Predictor Software, drag&drop spectral data to plug&play calibrations, for any NIRS Analysis sensor type. | Chemometrics Prediction (2018.07.24) LINK

Spectroscopy and Chemometrics News (KW 11-30 2018) | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors (2018.07.25) LINK

Spektroskopie und Chemometrie Neuigkeiten (KW 11-30 2018) | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor (2018.07.25) LINK

Spettroscopia e Chemiometria Weekly (KW 11-30 2018) | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore (2018.07.25) LINK

光谱学和化学计量学新闻(KW#11-#30 2018) | 近红外光谱化学计量学分析光谱仪传感器 (2018.07.26) LINK

分光法とケモメトリックスニュース(KW#11-#30 2018) | 赤外分光法・ケモメトリックスの分光センサーの近く (2018.07.26) LINK




Chemometrics

How to Configure the Number of Layers and Nodes in NeuralNetworks: BigData DataScience AI MachineLearning DeepLearning Algorithms by Source for graphic: | abdsc (2018.08.02) LINK

"Visible-Near-Infrared Spectroscopy can predict Mass Transport of Dissolved Chemicals through Intact Soil." (2018.08.02) LINK

"Classification and compositional characterization of different varieties of cocoa beans by near infrared spectroscopy and multivariate statistical analyses." (2018.08.02) LINK

"Classification of Chicken Parts Using a Portable Near-Infrared (NIR) Spectrophotometer and Machine Learning." (2018.08.02) LINK

"Rapid Prediction of Low (<1%) trans Fat Content in Edible Oils and Fast Food Lipid Extracts by Infrared Spectroscopy and Partial Least Squares Regression" (2018.07.31) LINK

"Evaluating the performance of a consumer scale SCiO™ molecular sensor to predict quality of horticultural products" (2018.07.30) LINK

"Estimation of Total Phenols, Flavanols and Extractability of Phenolic Compounds in Grape Seeds Using Vibrational Spectroscopy and Chemometric Tools" (2018.07.26) LINK



Near Infrared

"FT-NIR, MicroNIR and LED-MicroNIR for Detection of Adulteration in Palm Oil via PLS and LDA" FTNIR NIRS (2018.08.03) LINK

"Long-Length Fiber Optic Near-Infrared (NIR) Spectroscopy Probes for On-Line Quality Control of Processed Land Animal Proteins" (2018.08.03) LINK

"Near-infrared spectroscopy for rapid and simultaneous determination of five main active components in rhubarb of different geographical origins and processing." (2018.08.02) LINK

"Marktech Optoelectronics Introduces Silicon Avalanche Photodiodes for Low-Level Light and Short Pulse Detection" UV NIR NIRS SWIR (2018.08.02) LINK

"Innovative Technology Promises Fast, Cost-Efficient Age Data for Fisheries Management" FTNIR (2018.07.31) LINK

"Rapid qualitative and quantitative analysis of methamphetamine, ketamine, heroin, and cocaine by near-infrared spectroscopy." (2018.07.31) LINK

We (led by ) have been independently assessing thew value of consumer scale NIR devices for horticultural quality assessment. Here is our published work assessing (2018.07.30) LINK



Infrared

"Fault Detection Based on Near-Infrared Spectra for the Oil Desalting Process" (2018.08.05) LINK

"Common Infrared Optical Materials and Coatings: A Guide to Properties, Performance and Applications" (2018.08.04) LINK



Raman

SpectraBase - FREE, fast text access to hundreds of thousands of NMR, IR, Raman, UV-Vis, and mass spectra! spectroscopy (2018.08.02) LINK



Agriculture

"Three-Dimensional Reconstruction of Soybean Canopies Using Multisource Imaging for Phenotyping Analysis" (2018.08.03) LINK

"Smartphone Spectroscopy Promises a Data-Rich Future - An upsurge of portable, consumer-facing devices at the intersection of smartphone computing and spectroscopy is now leveraging integration. " (2018.08.02) LINK

Innovative Technology Promises Fast, Cost-Efficient Age Data for Fisheries Management (2018.07.31) LINK

"Smartphone-Based Food Diagnostic Technologies: A Review" (2018.07.30) LINK



Petro

"Detection, Purity Analysis, and Quality Assurance of Adulterated Peanut (Arachis Hypogaea) Oils" (2018.08.02) LINK



Pharma

"Potential of near infrared spectroscopy and pattern recognition for rapid discrimination and quantification of Gleditsia sinensis thorn powder with adulterants." (2018.08.02) LINK



Medicinal

A micro-spectrometer fit for a smartphone: Could the power to measure things like CO2, food freshness, and blood sugar levels soon be in the palm of our hands? |rld/magazine/article/323/micro-spectrometer-opens-door-to-a-wealth-of-new-smartphone-functions?utm_source=twitter.com/CalibModel health safety medicine spectroscopy (2018.02.25) LINK

"Near-infrared spectroscopy detects age-related differences in skeletal muscle oxidative function: promising implications for geroscience." (2018.02.08) LINK




Other

69% of decision makers say industrial analytics will be crucial for business in 2020. | IoT IIoT MT LINK





CalibrationModel.com

Free Chemometric NIR Predictor Software! Simple plug&play calibrations, drag&drop spectral data, for any NIRS sensor device. Easy to use software for off-line and real-time prediction without limits. offline realtime (2018.08.04) LINK

Automated NIRS spectroscopy chemometrics method development with MachineLearning for spectrometer Spectral IoT sensor SmartSensor SmartSensors (2018.07.25) LINK

Automatic NIR Spectroscopy Calibration-Development as a Service. Applicable with free NIR-Predictor software or via OEM API. | NIRSpectroscopy NearInfrared NIRanalysis spectrometers DataAnalytics Regression Spectral Sensors QualityControl Lab (2018.07.26) LINK

Increase Your Profit with optimized NIRS Accuracy with Calibration as a Service (CaaS) and the new free NIR-Predictor software. | foodsafety Feed Lab QC QA testing (2018.08.03) LINK

New : FREE NIR Predictor Software, drag&drop spectral data to plug&play calibrations, for any NIRS Analysis sensor type. | Chemometrics Prediction (2018.07.24) LINK

Spectroscopy and Chemometrics News (KW 11-30 2018) | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors (2018.07.25) LINK

Spektroskopie und Chemometrie Neuigkeiten (KW 11-30 2018) | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor (2018.07.25) LINK

Spettroscopia e Chemiometria Weekly (KW 11-30 2018) | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore (2018.07.25) LINK

光谱学和化学计量学新闻(KW#11-#30 2018) | 近红外光谱化学计量学分析光谱仪传感器 (2018.07.26) LINK

分光法とケモメトリックスニュース(KW#11-#30 2018) | 赤外分光法・ケモメトリックスの分光センサーの近く (2018.07.26) LINK




Spectroscopy and Chemometrics News (KW #11-#30 2018)Spectroscopy and Chemometrics News (KW #11-#30 2018)Spectroscopy and Chemometrics News (KW #11-#30 2018)

Chemometrics

"Identifying and filtering out outliers in spatial datasets" (2018.07.25) LINK

"Phenomic selection: a low-cost and high-throughput method based on indirect predictions. Proof of concept on wheat and poplar." (2018.07.25) LINK

"An improved variable selection method for support vector regression in NIR spectral modeling" (2018.07.25) LINK

"Near-Infrared Spectroscopy and Chemometrics for the Routine Detection of Bilberry Extract Adulteration and Quantitative Determination of the Anthocyanins" (2018.07.25) LINK

"Modern practical convolutional neural networks for multivariate regression: Applications to NIR calibration" (2018.07.25) LINK

"Automated NIR-Spectroscopy chemometrics-method development with machine-learning for spectrometers, spectral IoT-sensor/smart-sensors" - read without Hashtags (2018.07.25) LINK

An interesting explanation of "Automated Machine Learning vs Automated Data Science" | Automated MachineLearning DataScience (2018.07.03) LINK

"Evaluation of Quality Parameters of Apple Juices Using Near-Infrared Spectroscopy and Chemometrics" (2018.07.02) LINK

"Chemometric approaches for document dating: Handling paper variability" (2018.06.27) LINK

"Development and comparison of regression models for the determination of quality parameters in margarine spread samples using NIR spectroscopy" (2018.06.27) LINK

"The non-destructive technique such as Near Infrared Spectroscopy (NIRS) along with Chemometrics has been successful in predicting the quality parameters but not well established for on-vine/in-orchard fruit quality measurement." (2018.06.27) LINK

"Quantification of leghaemoglobin content in pea nodules based on near infrared hyperspectral imaging spectroscopy and chemometrics" (2018.06.15) LINK

"Exploring the Applicability of Quantitative Models Based on NIR Reflectance Spectroscopy of Plant Samples" | tobacco (2018.06.15) LINK

"Interval lasso regression based Extreme learning machine for nonlinear multivariate calibration of near infrared spectroscopic datasets" (2018.06.05) LINK

"Soft and Robust Identification of Body Fluid Using Fourier Transform Infrared Spectroscopy and Chemometric Strategies for Forensic Analysis" (2018.06.05) LINK

"Temporal decomposition sampling and chemical characterization of eucalyptus harvest residues using NIR spectroscopy and chemometric methods" (2018.06.05) LINK

: The emission spectrum of each element is a unique identifier — like the DNA of the element — and the spectral analysis of a light source is essentially a Principal Component Analysis of its components — like explanatory DataScience. Get your p… (2018.06.05) LINK

"Rice Classification Using Hyperspectral Imaging and Deep Convolutional Neural Network" DCNN (2018.05.31) LINK

"Development and comparison of regression models for determination of quality parameters in margarine spread samples using NIR spectroscopy" (2018.05.31) LINK

"Application of FTIR Spectroscopy and Chemometrics for Halal Authentication of Beef Meatball Adulterated with Dog Meat" (2018.05.31) LINK

Prediction of amino acids, caffeine, theaflavins and water extract in black tea by FT-NIR spectroscopy coupled chemometrics algorithms (2018.05.31) LINK

Chemometrics in Analytical Chemistry (CAC) Conference, Halifax, 17th CAC Meeting, June 25-29, 2018 (2018.05.31) LINK

Spatially Resolved Spectral Powder Analysis: Experiments and Modeling (2018.04.05) LINK

Calibration Transfer based on the Weight Matrix (CTWM) of PLS for near infrared (NIR) spectral analysis (2018.04.05) LINK

"A novel multivariate calibration method based on variable adaptive boosting partial least squares algorithm" (2018.03.28) LINK

"How Many ML Models You Have NOT Built?" (2018.03.28) LINK

"Calibration model maintenance in melamine resin production: Integrating drift detection, smart sample selection and model adaptation" (2018.03.27) LINK

"Application of NIR spectroscopy and chemometrics for revealing of the ‘high quality fakes’ among the medicines" (2018.03.27) LINK

"Dual-Domain Calibration Transfer Using Orthogonal Projection" (2018.03.14) LINK

"A Review of Calibration Transfer Practices and Instrument Differences in Spectroscopy" (2018.03.14) LINK



Near Infrared

"Near-infrared chemical imaging used for in-line analysis of functional finishes on textiles." (2018.07.25) LINK

"A comparison between NIR and ATR-FTIR spectroscopy for varietal differentiation of Spanish intact almonds" (2018.07.25) LINK

Worked examples of MSC and SNV correction for NIR spectroscopy in Python. nirs (2018.07.25) LINK

"Evolution of Frying Oil Quality Using Fourier Transform Near-Infrared (FT-NIR) Spectroscopy" - FryingOil FTNIR (2018.07.25) LINK

"Evaluation of drying of edible coating on bread using NIR spectroscopy" (2018.07.25) LINK

very interesting article. NIRS is cheaper than molecular markers (2018.07.13) LINK

FlowChemMondays application of a portable near-infrared spectrophotometer (MicroNIR) for in-line monitoring of the synthesis of 5-hydroxymethylfurfural (5-HMF) from D-fructose is described in OPRD | flowchemistry (2018.07.03) LINK

"Accurate and rapid detection of soil and fertilizer properties based on visible/near-infrared spectroscopy" (2018.06.25) LINK

"Detection of Veterinary Antimicrobial Residues in Milk through Near-Infrared Absorption Spectroscopy" (2018.06.05) LINK

"Calibration is key - the calibration is the most important part of the NIRS method" near-infrared reflectance spectroscopy NIRS - from the lab to the field... forage quality agchat handheldNIRS Lab2Field (2018.06.05) LINK

"Assessment of tomato soluble solids content and pH by spatially-resolved and conventional Vis/NIR spectroscopy" (2018.05.31) LINK

"A novel method for geographical origin identification of Tetrastigma hemsleyanum (Sanyeqing) by near-infrared spectroscopy" (2018.05.31) LINK

"Effects of moisture on automatic textile fiber identification by NIR spectroscopy" (2018.05.31) LINK

"Rapid, noninvasive detection of Zika virus in Aedes aegypti mosquitoes by near-infrared spectroscopy" (2018.05.31) LINK

Method for Identifying Maize Haploid Seeds by Applying Diffuse Transmission Near-Infrared Spectroscopy (2018.04.05) LINK

This article is about NIR Spectroscopy. (2018.03.27) LINK

"Combining Fractional Order Derivative and Spectral Variable Selection for Organic Matter Estimation of Homogeneous Soil Samples by VIS-NIR Spectroscopy" (2018.03.27) LINK

"Concentration monitoring with near infrared chemical imaging in a tableting press" (2018.03.14) LINK

"NIR Chemical Imaging Can Help Maintain the Safety of Pharmaceutical Tablets" | NIRCI (2018.03.14) LINK



Infrared

"High Throughput Screening of Elite Loblolly Pine Families for Chemical and Bioenergy Traits with Near Infrared Spectroscopy" (2018.07.25) LINK

"Non-Destructive Methodology to Determine Modulus of Elasticity (MOE) in Static Bending of Quercus mongolica Using Near-Infrared Spectroscopy" wood (2018.06.27) LINK

"Near infrared spectroscopy as an alternative method for rapid evaluation of toluene swell of natural rubber latex and its products" (2018.06.25) LINK

"The Application of Discrete Wavelet Transform with Improved Partial Least-Squares Method for the Estimation of Soil Properties with Visible and Near-Infrared Spectral Data" (2018.06.05) LINK

"Mutual factor analysis for quantitative analysis by temperature dependent near infrared spectra." (2018.03.27) LINK

"Evaluating the Applications of the Near-Infrared Region in Mapping Foliar N in the Miombo Woodlands" (2018.03.27) LINK



Raman

"Differentiating Donor Age Groups Based on Raman Spectroscopy of Bloodstains for Forensic Purposes" (2018.06.27) LINK



Hyperspectral

"Evaluation of Near-Infrared Hyperspectral Imaging for Detection of Peanut and Walnut Powders in Whole Wheat Flour" (2018.07.03) LINK

"Potential of Visible and Near-Infrared Hyperspectral Imaging for Detection of Diaphania pyloalis Larvae and Damage on Mulberry Leaves" (2018.07.03) LINK

"Quantification of leghaemoglobin content in pea nodules based on near infrared hyperspectral imaging spectroscopy and chemometrics" (2018.06.15) LINK

Optics

"Spectral Fiber Sensors for Cancer Diagnostics" by artphotonics | Optical Fibers (2018.07.03) LINK





Facts

"This is your brain detecting patterns. It is different from other kinds of learning, study shows" (2018.06.01) LINK



Research

Android Tricorder: Google übernimmt Startup, das Körperwerte mit dem Smartphone messen kann (2017.08.16) LINK





Equipment

"Comparing the qualitative performances of handheld NIR and Raman spectrometers for the analysis of falsified pharmaceutical products." (2018.07.25) LINK

"Tiny $25 Spectrometer Aims to Identify Materials with Ease" (2018.05.31) LINK

"Comparison of Portable and Bench-Top Spectrometers for Mid-Infrared Diffuse Reflectance Measurements of Soils" (2018.03.28) LINK



Environment

Nonlinear Regression with High-Dimensional Space Mapping for Blood Component Spectral Quantitative Analysis (2018.02.02) LINK



Agriculture

"Bluret Protein Measurement Machine, a technological disrupter of its day" (2018.07.03) LINK

"Identification and quantification of microplastics in table sea salts using micro-NIR imaging methods" (2018.05.31) LINK



Food & Feed

"Non-Invasive Methodology to Estimate Polyphenol Content in Extra Virgin Olive Oil Based on Stepwise Multilinear Regression" (2018.03.27) LINK

Rapid Determination of Active Compounds and Antioxidant Activity of Okra Seeds Using Fourier Transform Near Infrared (FT-NIR) Spectroscopy FTNIR Polyphenols Flavonoids AntioxidantActivity | (2018.03.03) LINK



Pharma

"Quantification of pharmaceuticals contaminants in wastewaters by NIR spectroscopy" (2018.07.25) LINK



Laboratory

Spectroscopy used to be confined to the laboratory. Today, portable NeoSpectra SpectralSensors bring the power of NIR out of the lab and into the field. (2018.06.20) LINK



Other

"Non-Destructive Methodology to Determine Modulus of Elasticity (MOE) in Static Bending of Quercus mongolica Usin… (2018.06.27) LINK

"The Application of Discrete Wavelet Transform with Improved Partial Least-Squares Method for the Estimation of… (2018.06.05) LINK

: The emission spectrum of each element is a unique identifier — like the DNA of the element — and the spectral analysis of a light source is essentially a Principal Component Analysis of its components — like explanatory DataScience. Get your p… (2018.06.05) LINK

An Innovative Approach to Exploit the Reflection Spectroscopy of Liquid Characteristics (2018.04.05) LINK

"Combining Fractional Order Derivative and Spectral Variable Selection for Organic Matter Estimation of Homogeneous Soil Samples by VIS-NIR Spectroscopy" (2018.03.27) LINK



Chemometrics

"Identifying and filtering out outliers in spatial datasets" (2018.07.25) LINK

"Phenomic selection: a low-cost and high-throughput method based on indirect predictions. Proof of concept on wheat and poplar." (2018.07.25) LINK

"An improved variable selection method for support vector regression in NIR spectral modeling" (2018.07.25) LINK

"Near-Infrared Spectroscopy and Chemometrics for the Routine Detection of Bilberry Extract Adulteration and Quantitative Determination of the Anthocyanins" (2018.07.25) LINK

"Modern practical convolutional neural networks for multivariate regression: Applications to NIR calibration" (2018.07.25) LINK

"Automated NIR-Spectroscopy chemometrics-method development with machine-learning for spectrometers, spectral IoT-sensor/smart-sensors" - read without Hashtags (2018.07.25) LINK

An interesting explanation of "Automated Machine Learning vs Automated Data Science" | Automated MachineLearning DataScience (2018.07.03) LINK

"Evaluation of Quality Parameters of Apple Juices Using Near-Infrared Spectroscopy and Chemometrics" (2018.07.02) LINK

"Chemometric approaches for document dating: Handling paper variability" (2018.06.27) LINK

"Development and comparison of regression models for the determination of quality parameters in margarine spread samples using NIR spectroscopy" (2018.06.27) LINK

"The non-destructive technique such as Near Infrared Spectroscopy (NIRS) along with Chemometrics has been successful in predicting the quality parameters but not well established for on-vine/in-orchard fruit quality measurement." (2018.06.27) LINK

"Quantification of leghaemoglobin content in pea nodules based on near infrared hyperspectral imaging spectroscopy and chemometrics" (2018.06.15) LINK

"Exploring the Applicability of Quantitative Models Based on NIR Reflectance Spectroscopy of Plant Samples" | tobacco (2018.06.15) LINK

"Interval lasso regression based Extreme learning machine for nonlinear multivariate calibration of near infrared spectroscopic datasets" (2018.06.05) LINK

"Soft and Robust Identification of Body Fluid Using Fourier Transform Infrared Spectroscopy and Chemometric Strategies for Forensic Analysis" (2018.06.05) LINK

"Temporal decomposition sampling and chemical characterization of eucalyptus harvest residues using NIR spectroscopy and chemometric methods" (2018.06.05) LINK

: The emission spectrum of each element is a unique identifier — like the DNA of the element — and the spectral analysis of a light source is essentially a Principal Component Analysis of its components — like explanatory DataScience. Get your p… (2018.06.05) LINK

"Rice Classification Using Hyperspectral Imaging and Deep Convolutional Neural Network" DCNN (2018.05.31) LINK

"Development and comparison of regression models for determination of quality parameters in margarine spread samples using NIR spectroscopy" (2018.05.31) LINK

"Application of FTIR Spectroscopy and Chemometrics for Halal Authentication of Beef Meatball Adulterated with Dog Meat" (2018.05.31) LINK

Prediction of amino acids, caffeine, theaflavins and water extract in black tea by FT-NIR spectroscopy coupled chemometrics algorithms (2018.05.31) LINK

Chemometrics in Analytical Chemistry (CAC) Conference, Halifax, 17th CAC Meeting, June 25-29, 2018 (2018.05.31) LINK

Spatially Resolved Spectral Powder Analysis: Experiments and Modeling (2018.04.05) LINK

Calibration Transfer based on the Weight Matrix (CTWM) of PLS for near infrared (NIR) spectral analysis (2018.04.05) LINK

"A novel multivariate calibration method based on variable adaptive boosting partial least squares algorithm" (2018.03.28) LINK

"How Many ML Models You Have NOT Built?" (2018.03.28) LINK

"Calibration model maintenance in melamine resin production: Integrating drift detection, smart sample selection and model adaptation" (2018.03.27) LINK

"Application of NIR spectroscopy and chemometrics for revealing of the ‘high quality fakes’ among the medicines" (2018.03.27) LINK

"Dual-Domain Calibration Transfer Using Orthogonal Projection" (2018.03.14) LINK

"A Review of Calibration Transfer Practices and Instrument Differences in Spectroscopy" (2018.03.14) LINK



Near Infrared

"Near-infrared chemical imaging used for in-line analysis of functional finishes on textiles." (2018.07.25) LINK

"A comparison between NIR and ATR-FTIR spectroscopy for varietal differentiation of Spanish intact almonds" (2018.07.25) LINK

Worked examples of MSC and SNV correction for NIR spectroscopy in Python. nirs (2018.07.25) LINK

"Evolution of Frying Oil Quality Using Fourier Transform Near-Infrared (FT-NIR) Spectroscopy" - FryingOil FTNIR (2018.07.25) LINK

"Evaluation of drying of edible coating on bread using NIR spectroscopy" (2018.07.25) LINK

very interesting article. NIRS is cheaper than molecular markers (2018.07.13) LINK

FlowChemMondays application of a portable near-infrared spectrophotometer (MicroNIR) for in-line monitoring of the synthesis of 5-hydroxymethylfurfural (5-HMF) from D-fructose is described in OPRD | flowchemistry (2018.07.03) LINK

"Accurate and rapid detection of soil and fertilizer properties based on visible/near-infrared spectroscopy" (2018.06.25) LINK

"Detection of Veterinary Antimicrobial Residues in Milk through Near-Infrared Absorption Spectroscopy" (2018.06.05) LINK

"Calibration is key - the calibration is the most important part of the NIRS method" near-infrared reflectance spectroscopy NIRS - from the lab to the field... forage quality agchat handheldNIRS Lab2Field (2018.06.05) LINK

"Assessment of tomato soluble solids content and pH by spatially-resolved and conventional Vis/NIR spectroscopy" (2018.05.31) LINK

"A novel method for geographical origin identification of Tetrastigma hemsleyanum (Sanyeqing) by near-infrared spectroscopy" (2018.05.31) LINK

"Effects of moisture on automatic textile fiber identification by NIR spectroscopy" (2018.05.31) LINK

"Rapid, noninvasive detection of Zika virus in Aedes aegypti mosquitoes by near-infrared spectroscopy" (2018.05.31) LINK

Method for Identifying Maize Haploid Seeds by Applying Diffuse Transmission Near-Infrared Spectroscopy (2018.04.05) LINK

This article is about NIR Spectroscopy. (2018.03.27) LINK

"Combining Fractional Order Derivative and Spectral Variable Selection for Organic Matter Estimation of Homogeneous Soil Samples by VIS-NIR Spectroscopy" (2018.03.27) LINK

"Concentration monitoring with near infrared chemical imaging in a tableting press" (2018.03.14) LINK

"NIR Chemical Imaging Can Help Maintain the Safety of Pharmaceutical Tablets" | NIRCI (2018.03.14) LINK



Infrared

"High Throughput Screening of Elite Loblolly Pine Families for Chemical and Bioenergy Traits with Near Infrared Spectroscopy" (2018.07.25) LINK

"Non-Destructive Methodology to Determine Modulus of Elasticity (MOE) in Static Bending of Quercus mongolica Using Near-Infrared Spectroscopy" wood (2018.06.27) LINK

"Near infrared spectroscopy as an alternative method for rapid evaluation of toluene swell of natural rubber latex and its products" (2018.06.25) LINK

"The Application of Discrete Wavelet Transform with Improved Partial Least-Squares Method for the Estimation of Soil Properties with Visible and Near-Infrared Spectral Data" (2018.06.05) LINK

"Mutual factor analysis for quantitative analysis by temperature dependent near infrared spectra." (2018.03.27) LINK

"Evaluating the Applications of the Near-Infrared Region in Mapping Foliar N in the Miombo Woodlands" (2018.03.27) LINK



Raman

"Differentiating Donor Age Groups Based on Raman Spectroscopy of Bloodstains for Forensic Purposes" (2018.06.27) LINK



Hyperspectral

"Evaluation of Near-Infrared Hyperspectral Imaging for Detection of Peanut and Walnut Powders in Whole Wheat Flour" (2018.07.03) LINK

"Potential of Visible and Near-Infrared Hyperspectral Imaging for Detection of Diaphania pyloalis Larvae and Damage on Mulberry Leaves" (2018.07.03) LINK

"Quantification of leghaemoglobin content in pea nodules based on near infrared hyperspectral imaging spectroscopy and chemometrics" (2018.06.15) LINK

Optics

"Spectral Fiber Sensors for Cancer Diagnostics" by artphotonics | Optical Fibers (2018.07.03) LINK





Facts

"This is your brain detecting patterns. It is different from other kinds of learning, study shows" (2018.06.01) LINK



Research

Android Tricorder: Google übernimmt Startup, das Körperwerte mit dem Smartphone messen kann (2017.08.16) LINK





Equipment

"Comparing the qualitative performances of handheld NIR and Raman spectrometers for the analysis of falsified pharmaceutical products." (2018.07.25) LINK

"Tiny $25 Spectrometer Aims to Identify Materials with Ease" (2018.05.31) LINK

"Comparison of Portable and Bench-Top Spectrometers for Mid-Infrared Diffuse Reflectance Measurements of Soils" (2018.03.28) LINK



Environment

Nonlinear Regression with High-Dimensional Space Mapping for Blood Component Spectral Quantitative Analysis (2018.02.02) LINK



Agriculture

"Bluret Protein Measurement Machine, a technological disrupter of its day" (2018.07.03) LINK

"Identification and quantification of microplastics in table sea salts using micro-NIR imaging methods" (2018.05.31) LINK



Food & Feed

"Non-Invasive Methodology to Estimate Polyphenol Content in Extra Virgin Olive Oil Based on Stepwise Multilinear Regression" (2018.03.27) LINK

Rapid Determination of Active Compounds and Antioxidant Activity of Okra Seeds Using Fourier Transform Near Infrared (FT-NIR) Spectroscopy FTNIR Polyphenols Flavonoids AntioxidantActivity | (2018.03.03) LINK



Pharma

"Quantification of pharmaceuticals contaminants in wastewaters by NIR spectroscopy" (2018.07.25) LINK



Laboratory

Spectroscopy used to be confined to the laboratory. Today, portable NeoSpectra SpectralSensors bring the power of NIR out of the lab and into the field. (2018.06.20) LINK



Other

"Non-Destructive Methodology to Determine Modulus of Elasticity (MOE) in Static Bending of Quercus mongolica Usin… (2018.06.27) LINK

"The Application of Discrete Wavelet Transform with Improved Partial Least-Squares Method for the Estimation of… (2018.06.05) LINK

: The emission spectrum of each element is a unique identifier — like the DNA of the element — and the spectral analysis of a light source is essentially a Principal Component Analysis of its components — like explanatory DataScience. Get your p… (2018.06.05) LINK

An Innovative Approach to Exploit the Reflection Spectroscopy of Liquid Characteristics (2018.04.05) LINK

"Combining Fractional Order Derivative and Spectral Variable Selection for Organic Matter Estimation of Homogeneous Soil Samples by VIS-NIR Spectroscopy" (2018.03.27) LINK



Chemometrics

"Identifying and filtering out outliers in spatial datasets" (2018.07.25) LINK

"Phenomic selection: a low-cost and high-throughput method based on indirect predictions. Proof of concept on wheat and poplar." (2018.07.25) LINK

"An improved variable selection method for support vector regression in NIR spectral modeling" (2018.07.25) LINK

"Near-Infrared Spectroscopy and Chemometrics for the Routine Detection of Bilberry Extract Adulteration and Quantitative Determination of the Anthocyanins" (2018.07.25) LINK

"Modern practical convolutional neural networks for multivariate regression: Applications to NIR calibration" (2018.07.25) LINK

"Automated NIR-Spectroscopy chemometrics-method development with machine-learning for spectrometers, spectral IoT-sensor/smart-sensors" - read without Hashtags (2018.07.25) LINK

An interesting explanation of "Automated Machine Learning vs Automated Data Science" | Automated MachineLearning DataScience (2018.07.03) LINK

"Evaluation of Quality Parameters of Apple Juices Using Near-Infrared Spectroscopy and Chemometrics" (2018.07.02) LINK

"Chemometric approaches for document dating: Handling paper variability" (2018.06.27) LINK

"Development and comparison of regression models for the determination of quality parameters in margarine spread samples using NIR spectroscopy" (2018.06.27) LINK

"The non-destructive technique such as Near Infrared Spectroscopy (NIRS) along with Chemometrics has been successful in predicting the quality parameters but not well established for on-vine/in-orchard fruit quality measurement." (2018.06.27) LINK

"Quantification of leghaemoglobin content in pea nodules based on near infrared hyperspectral imaging spectroscopy and chemometrics" (2018.06.15) LINK

"Exploring the Applicability of Quantitative Models Based on NIR Reflectance Spectroscopy of Plant Samples" | tobacco (2018.06.15) LINK

"Interval lasso regression based Extreme learning machine for nonlinear multivariate calibration of near infrared spectroscopic datasets" (2018.06.05) LINK

"Soft and Robust Identification of Body Fluid Using Fourier Transform Infrared Spectroscopy and Chemometric Strategies for Forensic Analysis" (2018.06.05) LINK

"Temporal decomposition sampling and chemical characterization of eucalyptus harvest residues using NIR spectroscopy and chemometric methods" (2018.06.05) LINK

: The emission spectrum of each element is a unique identifier — like the DNA of the element — and the spectral analysis of a light source is essentially a Principal Component Analysis of its components — like explanatory DataScience. Get your p… (2018.06.05) LINK

"Rice Classification Using Hyperspectral Imaging and Deep Convolutional Neural Network" DCNN (2018.05.31) LINK

"Development and comparison of regression models for determination of quality parameters in margarine spread samples using NIR spectroscopy" (2018.05.31) LINK

"Application of FTIR Spectroscopy and Chemometrics for Halal Authentication of Beef Meatball Adulterated with Dog Meat" (2018.05.31) LINK

Prediction of amino acids, caffeine, theaflavins and water extract in black tea by FT-NIR spectroscopy coupled chemometrics algorithms (2018.05.31) LINK

Chemometrics in Analytical Chemistry (CAC) Conference, Halifax, 17th CAC Meeting, June 25-29, 2018 (2018.05.31) LINK

Spatially Resolved Spectral Powder Analysis: Experiments and Modeling (2018.04.05) LINK

Calibration Transfer based on the Weight Matrix (CTWM) of PLS for near infrared (NIR) spectral analysis (2018.04.05) LINK

"A novel multivariate calibration method based on variable adaptive boosting partial least squares algorithm" (2018.03.28) LINK

"How Many ML Models You Have NOT Built?" (2018.03.28) LINK

"Calibration model maintenance in melamine resin production: Integrating drift detection, smart sample selection and model adaptation" (2018.03.27) LINK

"Application of NIR spectroscopy and chemometrics for revealing of the ‘high quality fakes’ among the medicines" (2018.03.27) LINK

"Dual-Domain Calibration Transfer Using Orthogonal Projection" (2018.03.14) LINK

"A Review of Calibration Transfer Practices and Instrument Differences in Spectroscopy" (2018.03.14) LINK



Near Infrared

"Near-infrared chemical imaging used for in-line analysis of functional finishes on textiles." (2018.07.25) LINK

"A comparison between NIR and ATR-FTIR spectroscopy for varietal differentiation of Spanish intact almonds" (2018.07.25) LINK

Worked examples of MSC and SNV correction for NIR spectroscopy in Python. nirs (2018.07.25) LINK

"Evolution of Frying Oil Quality Using Fourier Transform Near-Infrared (FT-NIR) Spectroscopy" - FryingOil FTNIR (2018.07.25) LINK

"Evaluation of drying of edible coating on bread using NIR spectroscopy" (2018.07.25) LINK

very interesting article. NIRS is cheaper than molecular markers (2018.07.13) LINK

FlowChemMondays application of a portable near-infrared spectrophotometer (MicroNIR) for in-line monitoring of the synthesis of 5-hydroxymethylfurfural (5-HMF) from D-fructose is described in OPRD | flowchemistry (2018.07.03) LINK

"Accurate and rapid detection of soil and fertilizer properties based on visible/near-infrared spectroscopy" (2018.06.25) LINK

"Detection of Veterinary Antimicrobial Residues in Milk through Near-Infrared Absorption Spectroscopy" (2018.06.05) LINK

"Calibration is key - the calibration is the most important part of the NIRS method" near-infrared reflectance spectroscopy NIRS - from the lab to the field... forage quality agchat handheldNIRS Lab2Field (2018.06.05) LINK

"Assessment of tomato soluble solids content and pH by spatially-resolved and conventional Vis/NIR spectroscopy" (2018.05.31) LINK

"A novel method for geographical origin identification of Tetrastigma hemsleyanum (Sanyeqing) by near-infrared spectroscopy" (2018.05.31) LINK

"Effects of moisture on automatic textile fiber identification by NIR spectroscopy" (2018.05.31) LINK

"Rapid, noninvasive detection of Zika virus in Aedes aegypti mosquitoes by near-infrared spectroscopy" (2018.05.31) LINK

Method for Identifying Maize Haploid Seeds by Applying Diffuse Transmission Near-Infrared Spectroscopy (2018.04.05) LINK

This article is about NIR Spectroscopy. (2018.03.27) LINK

"Combining Fractional Order Derivative and Spectral Variable Selection for Organic Matter Estimation of Homogeneous Soil Samples by VIS-NIR Spectroscopy" (2018.03.27) LINK

"Concentration monitoring with near infrared chemical imaging in a tableting press" (2018.03.14) LINK

"NIR Chemical Imaging Can Help Maintain the Safety of Pharmaceutical Tablets" | NIRCI (2018.03.14) LINK



Infrared

"High Throughput Screening of Elite Loblolly Pine Families for Chemical and Bioenergy Traits with Near Infrared Spectroscopy" (2018.07.25) LINK

"Non-Destructive Methodology to Determine Modulus of Elasticity (MOE) in Static Bending of Quercus mongolica Using Near-Infrared Spectroscopy" wood (2018.06.27) LINK

"Near infrared spectroscopy as an alternative method for rapid evaluation of toluene swell of natural rubber latex and its products" (2018.06.25) LINK

"The Application of Discrete Wavelet Transform with Improved Partial Least-Squares Method for the Estimation of Soil Properties with Visible and Near-Infrared Spectral Data" (2018.06.05) LINK

"Mutual factor analysis for quantitative analysis by temperature dependent near infrared spectra." (2018.03.27) LINK

"Evaluating the Applications of the Near-Infrared Region in Mapping Foliar N in the Miombo Woodlands" (2018.03.27) LINK



Raman

"Differentiating Donor Age Groups Based on Raman Spectroscopy of Bloodstains for Forensic Purposes" (2018.06.27) LINK



Hyperspectral

"Evaluation of Near-Infrared Hyperspectral Imaging for Detection of Peanut and Walnut Powders in Whole Wheat Flour" (2018.07.03) LINK

"Potential of Visible and Near-Infrared Hyperspectral Imaging for Detection of Diaphania pyloalis Larvae and Damage on Mulberry Leaves" (2018.07.03) LINK

"Quantification of leghaemoglobin content in pea nodules based on near infrared hyperspectral imaging spectroscopy and chemometrics" (2018.06.15) LINK

Optics

"Spectral Fiber Sensors for Cancer Diagnostics" by artphotonics | Optical Fibers (2018.07.03) LINK





Facts

"This is your brain detecting patterns. It is different from other kinds of learning, study shows" (2018.06.01) LINK



Research

Android Tricorder: Google übernimmt Startup, das Körperwerte mit dem Smartphone messen kann (2017.08.16) LINK





Equipment

"Comparing the qualitative performances of handheld NIR and Raman spectrometers for the analysis of falsified pharmaceutical products." (2018.07.25) LINK

"Tiny $25 Spectrometer Aims to Identify Materials with Ease" (2018.05.31) LINK

"Comparison of Portable and Bench-Top Spectrometers for Mid-Infrared Diffuse Reflectance Measurements of Soils" (2018.03.28) LINK



Environment

Nonlinear Regression with High-Dimensional Space Mapping for Blood Component Spectral Quantitative Analysis (2018.02.02) LINK



Agriculture

"Bluret Protein Measurement Machine, a technological disrupter of its day" (2018.07.03) LINK

"Identification and quantification of microplastics in table sea salts using micro-NIR imaging methods" (2018.05.31) LINK



Food & Feed

"Non-Invasive Methodology to Estimate Polyphenol Content in Extra Virgin Olive Oil Based on Stepwise Multilinear Regression" (2018.03.27) LINK

Rapid Determination of Active Compounds and Antioxidant Activity of Okra Seeds Using Fourier Transform Near Infrared (FT-NIR) Spectroscopy FTNIR Polyphenols Flavonoids AntioxidantActivity | (2018.03.03) LINK



Pharma

"Quantification of pharmaceuticals contaminants in wastewaters by NIR spectroscopy" (2018.07.25) LINK



Laboratory

Spectroscopy used to be confined to the laboratory. Today, portable NeoSpectra SpectralSensors bring the power of NIR out of the lab and into the field. (2018.06.20) LINK



Other

"Non-Destructive Methodology to Determine Modulus of Elasticity (MOE) in Static Bending of Quercus mongolica Usin… (2018.06.27) LINK

"The Application of Discrete Wavelet Transform with Improved Partial Least-Squares Method for the Estimation of… (2018.06.05) LINK

: The emission spectrum of each element is a unique identifier — like the DNA of the element — and the spectral analysis of a light source is essentially a Principal Component Analysis of its components — like explanatory DataScience. Get your p… (2018.06.05) LINK

An Innovative Approach to Exploit the Reflection Spectroscopy of Liquid Characteristics (2018.04.05) LINK

"Combining Fractional Order Derivative and Spectral Variable Selection for Organic Matter Estimation of Homogeneous Soil Samples by VIS-NIR Spectroscopy" (2018.03.27) LINK



Spectroscopy and Chemometrics News #01-#10 2018Spektroskopie und Chemometrie Neuigkeiten #01-#10 2018Spettroscopia e Chemiometria #01-#10 2018

Chemometrics

Check out Applied Spectroscopy's special issue on chemometrics! (2018.03.10) LINK

"Development and Validation of a New Methodology to Assess the Vineyard Water Status by On-the-Go Near Infrared Spe… (2018.02.27) LINK

"Outliers, Part II: Pitfalls in Detecting Outliers" (2018.02.22) LINK

Identification of ground meat species using near-infrared spectroscopy and class modeling techniques - Aspects o… (2018.01.31) LINK

"Combining Broadband Spectra and MachineLearning to Derive Material Properties" - Steve Buckley (2018.01.31) LINK

Near Infrared

"Near-Infrared Spectroscopic Study of Chlorite Minerals" (2018.02.27) LINK

"Comparison of Methods for Estimating Mechanical Properties of Wood by NIR Spectroscopy" | NIRS (2018.02.25) LINK

"Verification of Pharmaceutical Raw Materials Using FT-NIR Spectroscopy" | FTNIR (2018.02.19) LINK

"The scanner claims to help stylists determine natural hair color & health through the use of near-infrared and vi… (2018.02.05) LINK

Near-infrared reflectance spectroscopy (NIRS) calibrations for assessment of oil, phenols, glucosinolates and fat… (2018.02.02) LINK

This is how I choose avocados for dinner - see a video of our new VNIR hyperspectral sensor demo in action! https://t.… (2018.02.02) LINK!

Near infrared chemical analysis technique is a small piece of a big cake a large part of study known as spectroscopy.… (2018.01.09) LINK!

mRMR-based wavelength selection for NIRS quantitative detection of Chinese yellow wine (2018.01.09) LINK

Saturn's north polar hexagon in near-infrared, February 13 2017. Processed using data - (2018.01.08) LINK!

Infrared

Research on the Effects of Drying Temperature on Nitrogen Detection of Different Soil Types by Near Infrared… (2018.02.02) LINK

Application of Near Infrared Reflectance Spectroscopy for Rapid and Non-Destructive Discrimination of Hulled Barl… (2018.01.09) LINK



Hyperspectral

Press Release - Imec demonstrates Shortwave Infrared (SWIR) range hyperspectral imaging camera | http… (2018.02.02) LINK

Equipment

A micro-spectrometer fit for a smartphone: Could the power to measure things like CO2, food freshness, and blood su… (2018.02.25) LINK

TactiScan - unforeseen safety, efficiency and accuracy for detecting illicit narcotics. Visit TactiScan’s website for… (2018.02.22) LINK!

Ocean Optics () partners with Pyreos () on mid-IR spectroscopy solutions; laserfocusworld; see… (2018.02.08) LINK!

Ibsen ( ) Launches new Compact Spectrometer with Improved Resolution and 4096 Pixels (2018.02.02) LINK

Light Sensors: The Absorption Spectrometer, LIDAR, and Thermal Cameras on Display at CES 2018 (2018.02.02) LINK

more PIXELS ... "Spectroscopy: The full spectrum" (2018.02.02) LINK

Process Control

Development of NIR-Spectroscopy-based Process Monitoring Methodology for Pharmaceutical Continuous Manufacturing ... (2017.08.18) LINK



Environment

Nonlinear Regression with High-Dimensional Space Mapping for Blood Component Spectral Quantitative Analysis (2018.02.02) LINK

Agriculture

Where Agriculture and Blockchain Could Meet (2018.02.02) LINK

Food & Feed

Rapid Determination of Active Compounds and Antioxidant Activity of Okra Seeds Using Fourier Transform Near Infrare… (2018.03.03) LINK

Fascinating read: Using spectroscopy to detect if milk is really grass-fed. One way to validate NZ's high-value food? The bes… (2018.02.08) LINK!

"How To Detect Coffee Fraud By Quantifying Robusta In Arabica Coffee Blends" - (2018.02.08) LINK

Measuring protein in semolina flour and durum wheat using Near Infrared Spectroscopy - Near Infrared Spectroscopy m… (2018.01.09) LINK

Medicinal

"Near-infrared spectroscopy detects age-related differences in skeletal muscle oxidative function: promising imp… (2018.02.08) LINK



Other

These are the best countries and cities for attracting and developing talent | work (2018.02.14) LINK

ESA's first launch of 2018 goes up tomorrow from China - it's only the size of a cereal box but equipped with micro-propulsio… (2018.02.02) LINK!

Hi, I’m a chemistry prof who loves over-the-top makeup. I’m teaching spectroscopy today, so seemed appropriate. Colors… (2018.02.02) LINK!

Chemometrics

Check out Applied Spectroscopy's special issue on chemometrics! (2018.03.10) LINK

"Development and Validation of a New Methodology to Assess the Vineyard Water Status by On-the-Go Near Infrared Spe… (2018.02.27) LINK

"Outliers, Part II: Pitfalls in Detecting Outliers" (2018.02.22) LINK

Identification of ground meat species using near-infrared spectroscopy and class modeling techniques - Aspects o… (2018.01.31) LINK

"Combining Broadband Spectra and MachineLearning to Derive Material Properties" - Steve Buckley (2018.01.31) LINK

Near Infrared

"Near-Infrared Spectroscopic Study of Chlorite Minerals" (2018.02.27) LINK

"Comparison of Methods for Estimating Mechanical Properties of Wood by NIR Spectroscopy" | NIRS (2018.02.25) LINK

"Verification of Pharmaceutical Raw Materials Using FT-NIR Spectroscopy" | FTNIR (2018.02.19) LINK

"The scanner claims to help stylists determine natural hair color & health through the use of near-infrared and vi… (2018.02.05) LINK

Near-infrared reflectance spectroscopy (NIRS) calibrations for assessment of oil, phenols, glucosinolates and fat… (2018.02.02) LINK

This is how I choose avocados for dinner - see a video of our new VNIR hyperspectral sensor demo in action! https://t.… (2018.02.02) LINK!

Near infrared chemical analysis technique is a small piece of a big cake a large part of study known as spectroscopy.… (2018.01.09) LINK!

mRMR-based wavelength selection for NIRS quantitative detection of Chinese yellow wine (2018.01.09) LINK

Saturn's north polar hexagon in near-infrared, February 13 2017. Processed using data - (2018.01.08) LINK!

Infrared

Research on the Effects of Drying Temperature on Nitrogen Detection of Different Soil Types by Near Infrared… (2018.02.02) LINK

Application of Near Infrared Reflectance Spectroscopy for Rapid and Non-Destructive Discrimination of Hulled Barl… (2018.01.09) LINK



Hyperspectral

Press Release - Imec demonstrates Shortwave Infrared (SWIR) range hyperspectral imaging camera | http… (2018.02.02) LINK

Equipment

A micro-spectrometer fit for a smartphone: Could the power to measure things like CO2, food freshness, and blood su… (2018.02.25) LINK

TactiScan - unforeseen safety, efficiency and accuracy for detecting illicit narcotics. Visit TactiScan’s website for… (2018.02.22) LINK!

Ocean Optics () partners with Pyreos () on mid-IR spectroscopy solutions; laserfocusworld; see… (2018.02.08) LINK!

Ibsen ( ) Launches new Compact Spectrometer with Improved Resolution and 4096 Pixels (2018.02.02) LINK

Light Sensors: The Absorption Spectrometer, LIDAR, and Thermal Cameras on Display at CES 2018 (2018.02.02) LINK

more PIXELS ... "Spectroscopy: The full spectrum" (2018.02.02) LINK

Process Control

Development of NIR-Spectroscopy-based Process Monitoring Methodology for Pharmaceutical Continuous Manufacturing ... (2017.08.18) LINK



Environment

Nonlinear Regression with High-Dimensional Space Mapping for Blood Component Spectral Quantitative Analysis (2018.02.02) LINK

Agriculture

Where Agriculture and Blockchain Could Meet (2018.02.02) LINK

Food & Feed

Rapid Determination of Active Compounds and Antioxidant Activity of Okra Seeds Using Fourier Transform Near Infrare… (2018.03.03) LINK

Fascinating read: Using spectroscopy to detect if milk is really grass-fed. One way to validate NZ's high-value food? The bes… (2018.02.08) LINK!

"How To Detect Coffee Fraud By Quantifying Robusta In Arabica Coffee Blends" - (2018.02.08) LINK

Measuring protein in semolina flour and durum wheat using Near Infrared Spectroscopy - Near Infrared Spectroscopy m… (2018.01.09) LINK

Medicinal

"Near-infrared spectroscopy detects age-related differences in skeletal muscle oxidative function: promising imp… (2018.02.08) LINK



Other

These are the best countries and cities for attracting and developing talent | work (2018.02.14) LINK

ESA's first launch of 2018 goes up tomorrow from China - it's only the size of a cereal box but equipped with micro-propulsio… (2018.02.02) LINK!

Hi, I’m a chemistry prof who loves over-the-top makeup. I’m teaching spectroscopy today, so seemed appropriate. Colors… (2018.02.02) LINK!

Chemometrics

Check out Applied Spectroscopy's special issue on chemometrics! (2018.03.10) LINK

"Development and Validation of a New Methodology to Assess the Vineyard Water Status by On-the-Go Near Infrared Spe… (2018.02.27) LINK

"Outliers, Part II: Pitfalls in Detecting Outliers" (2018.02.22) LINK

Identification of ground meat species using near-infrared spectroscopy and class modeling techniques - Aspects o… (2018.01.31) LINK

"Combining Broadband Spectra and MachineLearning to Derive Material Properties" - Steve Buckley (2018.01.31) LINK

Near Infrared

"Near-Infrared Spectroscopic Study of Chlorite Minerals" (2018.02.27) LINK

"Comparison of Methods for Estimating Mechanical Properties of Wood by NIR Spectroscopy" | NIRS (2018.02.25) LINK

"Verification of Pharmaceutical Raw Materials Using FT-NIR Spectroscopy" | FTNIR (2018.02.19) LINK

"The scanner claims to help stylists determine natural hair color & health through the use of near-infrared and vi… (2018.02.05) LINK

Near-infrared reflectance spectroscopy (NIRS) calibrations for assessment of oil, phenols, glucosinolates and fat… (2018.02.02) LINK

This is how I choose avocados for dinner - see a video of our new VNIR hyperspectral sensor demo in action! https://t.… (2018.02.02) LINK!

Near infrared chemical analysis technique is a small piece of a big cake a large part of study known as spectroscopy.… (2018.01.09) LINK!

mRMR-based wavelength selection for NIRS quantitative detection of Chinese yellow wine (2018.01.09) LINK

Saturn's north polar hexagon in near-infrared, February 13 2017. Processed using data - (2018.01.08) LINK!

Infrared

Research on the Effects of Drying Temperature on Nitrogen Detection of Different Soil Types by Near Infrared… (2018.02.02) LINK

Application of Near Infrared Reflectance Spectroscopy for Rapid and Non-Destructive Discrimination of Hulled Barl… (2018.01.09) LINK



Hyperspectral

Press Release - Imec demonstrates Shortwave Infrared (SWIR) range hyperspectral imaging camera | http… (2018.02.02) LINK

Equipment

A micro-spectrometer fit for a smartphone: Could the power to measure things like CO2, food freshness, and blood su… (2018.02.25) LINK

TactiScan - unforeseen safety, efficiency and accuracy for detecting illicit narcotics. Visit TactiScan’s website for… (2018.02.22) LINK!

Ocean Optics () partners with Pyreos () on mid-IR spectroscopy solutions; laserfocusworld; see… (2018.02.08) LINK!

Ibsen ( ) Launches new Compact Spectrometer with Improved Resolution and 4096 Pixels (2018.02.02) LINK

Light Sensors: The Absorption Spectrometer, LIDAR, and Thermal Cameras on Display at CES 2018 (2018.02.02) LINK

more PIXELS ... "Spectroscopy: The full spectrum" (2018.02.02) LINK

Process Control

Development of NIR-Spectroscopy-based Process Monitoring Methodology for Pharmaceutical Continuous Manufacturing ... (2017.08.18) LINK



Environment

Nonlinear Regression with High-Dimensional Space Mapping for Blood Component Spectral Quantitative Analysis (2018.02.02) LINK

Agriculture

Where Agriculture and Blockchain Could Meet (2018.02.02) LINK

Food & Feed

Rapid Determination of Active Compounds and Antioxidant Activity of Okra Seeds Using Fourier Transform Near Infrare… (2018.03.03) LINK

Fascinating read: Using spectroscopy to detect if milk is really grass-fed. One way to validate NZ's high-value food? The bes… (2018.02.08) LINK!

"How To Detect Coffee Fraud By Quantifying Robusta In Arabica Coffee Blends" - (2018.02.08) LINK

Measuring protein in semolina flour and durum wheat using Near Infrared Spectroscopy - Near Infrared Spectroscopy m… (2018.01.09) LINK

Medicinal

"Near-infrared spectroscopy detects age-related differences in skeletal muscle oxidative function: promising imp… (2018.02.08) LINK



Other

These are the best countries and cities for attracting and developing talent | work (2018.02.14) LINK

ESA's first launch of 2018 goes up tomorrow from China - it's only the size of a cereal box but equipped with micro-propulsio… (2018.02.02) LINK!

Hi, I’m a chemistry prof who loves over-the-top makeup. I’m teaching spectroscopy today, so seemed appropriate. Colors… (2018.02.02) LINK!

Spectroscopy and Chemometrics News Weekly 2018: #44-52, 2017Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 2018: #44-52, 2017Spettroscopia e Chemiometria Weekly News 2018: #44-52, 2017

Chemometrics

Understanding the molecular interaction in solutions by chemometric resolution of near−infrared spectra… (2017.12.20) LINK

Application of near-infrared spectroscopy combined with chemometrics for online monitoring of Moluodan… (2017.12.05) LINK

"Assessment of mefenamic acid polymorphs in commercial tablets using chemometric coupled to MIR and NIR… (2017.12.05) LINK

"Multiproduct, Multicomponent and Multivariate Calibration: a Case Study by Using Vis-NIR Spectroscopy" (2017.12.05) LINK

Traceability of Active Compounds of Essential Oils in Antimicrobial Food Packaging Using a Chemometric Method by AT… (2017.11.21) LINK

Visualization of hydrolysis in polylactide using near-infrared hyperspectral imaging and chemometrics (2017.11.06) LINK

Clever chemometrics catches funny honey cheats (2017.11.06) LINK

Quantification of soil Properties with Hyperspectral Data. : Selecting Spectral Variables (2017.11.06) LINK

Linear Multi-Task Learning for Predicting Soil Properties Using Field spectroscopy (2017.11.06) LINK


Near Infrared

"Near infrared reflectance spectroscopy NIRS to predict fecal indigestible neutral detergent fiber for dairy cows" |(17)31149-9/fulltext (2017.12.30) LINK

New post: NIR imaging helps improve seed QC (2017.12.30) LINK

"Robust new NIRS coupled with multivariate methods for the detection and quantification of tallow… (2017.12.24) LINK

Global Process Spectroscopy Market (2017-2023): Growing Demand For NIR Spectroscopy - Research and Markets (2017.12.11) LINK

The combination of NIR spectroscopy and HPLC chromatography for differentiating lotus seed cultivars and… (2017.11.29) LINK

Fast, Low-Cost and Non-Destructive Physico-Chemical Analysis of Virgin Olive Oils Using NIR Reflectance Spectroscopy (2017.11.17) LINK

Near infrared signature of opal and chalcedony as a proxy for their structure and formation conditions /papers/ejm/detail/29/87623/Near_infrared_signature_of_opal_and_chalcedony_as_a_proxy_for_their_structure_and_formation_conditions (2017.11.06) LINK

NIR technology enables precise sorting in fractions of a second (2017.11.06) LINK

"Theoretical and technical advancements of near-infrared spectroscopy and its operational impact in industry" (2017.10.25) LINK

Quantum mechanically calculated NIR spectra of fatty acids | NIRS fattyacids (2017.10.25) LINK


Hyperspectral

"Discrimination of CRISPR/Cas9-induced mutants of rice seeds using near-infrared hyperspectral imaging."… (2017.11.23) LINK

Protein content prediction in single wheat kernels using hyperspectral imaging. | HSI… (2017.11.17) LINK

NIR hyperspectral imaging with multivariate analysis for measurement of oil and protein contents in peanut varieties (2017.11.06) LINK


Spectral Imaging

"Color and Spectral Imaging with Smartphones - current and future developments" (2017.12.20) LINK




Spectroscopy

"Global $6.4 Billion Molecular Spectroscopy Market to 2024" - BusinessWire | Spectroscopy (2017.11.21) LINK


Equipment

Specim launched SPECIM IQ, the world’s first mobile hyperspectral camera that allows you to analyze material samples an… (2017.12.05) LINK!

Wireless Handheld Spectrometer Transmits Data to Smartphone (2017.11.09) LINK

"Infrared spectrometers: NIR and MIR compared" | Infrared spectrometer (2017.10.19) LINK


Environment

Another infographic to illustrate an answer to the questions: What is DataScience in the context of BigData DataMining… (2017.12.30) LINK!

Vis-NIR Spectroscopy and PLS Regression with Waveband Selection for Estimating the Total C and N of Paddy Soils in.. (2017.11.06) LINK


Agriculture

Near-Infrared Spectrum Detection of Wheat Gluten Protein Content Based on a Combined Filtering Method. (2017.12.30) LINK

Non-destructive technique for determining the viability of soybean (Glycine max) seeds using FT-NIR spectroscopy. (2017.10.20) LINK

Mid- and near-IR spectroscopy diagnostic tools developed under EU project (2017.10.19) LINK

"Supercontinuum Lasers Lead to Better Bread and Beer" | barley grains beta-glucan seed sorting (2017.10.19) LINK

Fluorescence and Reflectance Sensor Comparison in Winter Wheat (2017.10.03) LINK


Food & Feed

"Food Safety for the 21st Century" | FSMA spectroscopy blockchain (2017.10.19) LINK


Other

Das KI-basierte Unternehmen wird Realität - Schnelle Materialanalyse auf dem Smartphone (2017.11.21) LINK

Chemometrics

Understanding the molecular interaction in solutions by chemometric resolution of near−infrared spectra… (2017.12.20) LINK

Application of near-infrared spectroscopy combined with chemometrics for online monitoring of Moluodan… (2017.12.05) LINK

"Assessment of mefenamic acid polymorphs in commercial tablets using chemometric coupled to MIR and NIR… (2017.12.05) LINK

"Multiproduct, Multicomponent and Multivariate Calibration: a Case Study by Using Vis-NIR Spectroscopy" (2017.12.05) LINK

Traceability of Active Compounds of Essential Oils in Antimicrobial Food Packaging Using a Chemometric Method by AT… (2017.11.21) LINK

Visualization of hydrolysis in polylactide using near-infrared hyperspectral imaging and chemometrics (2017.11.06) LINK

Clever chemometrics catches funny honey cheats (2017.11.06) LINK

Quantification of soil Properties with Hyperspectral Data. : Selecting Spectral Variables (2017.11.06) LINK

Linear Multi-Task Learning for Predicting Soil Properties Using Field spectroscopy (2017.11.06) LINK


Near Infrared

"Near infrared reflectance spectroscopy NIRS to predict fecal indigestible neutral detergent fiber for dairy cows" |(17)31149-9/fulltext (2017.12.30) LINK

New post: NIR imaging helps improve seed QC (2017.12.30) LINK

"Robust new NIRS coupled with multivariate methods for the detection and quantification of tallow… (2017.12.24) LINK

Global Process Spectroscopy Market (2017-2023): Growing Demand For NIR Spectroscopy - Research and Markets (2017.12.11) LINK

The combination of NIR spectroscopy and HPLC chromatography for differentiating lotus seed cultivars and… (2017.11.29) LINK

Fast, Low-Cost and Non-Destructive Physico-Chemical Analysis of Virgin Olive Oils Using NIR Reflectance Spectroscopy (2017.11.17) LINK

Near infrared signature of opal and chalcedony as a proxy for their structure and formation conditions /papers/ejm/detail/29/87623/Near_infrared_signature_of_opal_and_chalcedony_as_a_proxy_for_their_structure_and_formation_conditions (2017.11.06) LINK

NIR technology enables precise sorting in fractions of a second (2017.11.06) LINK

"Theoretical and technical advancements of near-infrared spectroscopy and its operational impact in industry" (2017.10.25) LINK

Quantum mechanically calculated NIR spectra of fatty acids | NIRS fattyacids (2017.10.25) LINK


Hyperspectral

"Discrimination of CRISPR/Cas9-induced mutants of rice seeds using near-infrared hyperspectral imaging."… (2017.11.23) LINK

Protein content prediction in single wheat kernels using hyperspectral imaging. | HSI… (2017.11.17) LINK

NIR hyperspectral imaging with multivariate analysis for measurement of oil and protein contents in peanut varieties (2017.11.06) LINK


Spectral Imaging

"Color and Spectral Imaging with Smartphones - current and future developments" (2017.12.20) LINK




Spectroscopy

"Global $6.4 Billion Molecular Spectroscopy Market to 2024" - BusinessWire | Spectroscopy (2017.11.21) LINK


Equipment

Specim launched SPECIM IQ, the world’s first mobile hyperspectral camera that allows you to analyze material samples an… (2017.12.05) LINK!

Wireless Handheld Spectrometer Transmits Data to Smartphone (2017.11.09) LINK

"Infrared spectrometers: NIR and MIR compared" | Infrared spectrometer (2017.10.19) LINK


Environment

Another infographic to illustrate an answer to the questions: What is DataScience in the context of BigData DataMining… (2017.12.30) LINK!

Vis-NIR Spectroscopy and PLS Regression with Waveband Selection for Estimating the Total C and N of Paddy Soils in.. (2017.11.06) LINK


Agriculture

Near-Infrared Spectrum Detection of Wheat Gluten Protein Content Based on a Combined Filtering Method. (2017.12.30) LINK

Non-destructive technique for determining the viability of soybean (Glycine max) seeds using FT-NIR spectroscopy. (2017.10.20) LINK

Mid- and near-IR spectroscopy diagnostic tools developed under EU project (2017.10.19) LINK

"Supercontinuum Lasers Lead to Better Bread and Beer" | barley grains beta-glucan seed sorting (2017.10.19) LINK

Fluorescence and Reflectance Sensor Comparison in Winter Wheat (2017.10.03) LINK


Food & Feed

"Food Safety for the 21st Century" | FSMA spectroscopy blockchain (2017.10.19) LINK


Other

Das KI-basierte Unternehmen wird Realität - Schnelle Materialanalyse auf dem Smartphone (2017.11.21) LINK

Chemometrics

Understanding the molecular interaction in solutions by chemometric resolution of near−infrared spectra… (2017.12.20) LINK

Application of near-infrared spectroscopy combined with chemometrics for online monitoring of Moluodan… (2017.12.05) LINK

"Assessment of mefenamic acid polymorphs in commercial tablets using chemometric coupled to MIR and NIR… (2017.12.05) LINK

"Multiproduct, Multicomponent and Multivariate Calibration: a Case Study by Using Vis-NIR Spectroscopy" (2017.12.05) LINK

Traceability of Active Compounds of Essential Oils in Antimicrobial Food Packaging Using a Chemometric Method by AT… (2017.11.21) LINK

Visualization of hydrolysis in polylactide using near-infrared hyperspectral imaging and chemometrics (2017.11.06) LINK

Clever chemometrics catches funny honey cheats (2017.11.06) LINK

Quantification of soil Properties with Hyperspectral Data. : Selecting Spectral Variables (2017.11.06) LINK

Linear Multi-Task Learning for Predicting Soil Properties Using Field spectroscopy (2017.11.06) LINK


Near Infrared

"Near infrared reflectance spectroscopy NIRS to predict fecal indigestible neutral detergent fiber for dairy cows" |(17)31149-9/fulltext (2017.12.30) LINK

New post: NIR imaging helps improve seed QC (2017.12.30) LINK

"Robust new NIRS coupled with multivariate methods for the detection and quantification of tallow… (2017.12.24) LINK

Global Process Spectroscopy Market (2017-2023): Growing Demand For NIR Spectroscopy - Research and Markets (2017.12.11) LINK

The combination of NIR spectroscopy and HPLC chromatography for differentiating lotus seed cultivars and… (2017.11.29) LINK

Fast, Low-Cost and Non-Destructive Physico-Chemical Analysis of Virgin Olive Oils Using NIR Reflectance Spectroscopy (2017.11.17) LINK

Near infrared signature of opal and chalcedony as a proxy for their structure and formation conditions /papers/ejm/detail/29/87623/Near_infrared_signature_of_opal_and_chalcedony_as_a_proxy_for_their_structure_and_formation_conditions (2017.11.06) LINK

NIR technology enables precise sorting in fractions of a second (2017.11.06) LINK

"Theoretical and technical advancements of near-infrared spectroscopy and its operational impact in industry" (2017.10.25) LINK

Quantum mechanically calculated NIR spectra of fatty acids | NIRS fattyacids (2017.10.25) LINK


Hyperspectral

"Discrimination of CRISPR/Cas9-induced mutants of rice seeds using near-infrared hyperspectral imaging."… (2017.11.23) LINK

Protein content prediction in single wheat kernels using hyperspectral imaging. | HSI… (2017.11.17) LINK

NIR hyperspectral imaging with multivariate analysis for measurement of oil and protein contents in peanut varieties (2017.11.06) LINK


Spectral Imaging

"Color and Spectral Imaging with Smartphones - current and future developments" (2017.12.20) LINK




Spectroscopy

"Global $6.4 Billion Molecular Spectroscopy Market to 2024" - BusinessWire | Spectroscopy (2017.11.21) LINK


Equipment

Specim launched SPECIM IQ, the world’s first mobile hyperspectral camera that allows you to analyze material samples an… (2017.12.05) LINK!

Wireless Handheld Spectrometer Transmits Data to Smartphone (2017.11.09) LINK

"Infrared spectrometers: NIR and MIR compared" | Infrared spectrometer (2017.10.19) LINK


Environment

Another infographic to illustrate an answer to the questions: What is DataScience in the context of BigData DataMining… (2017.12.30) LINK!

Vis-NIR Spectroscopy and PLS Regression with Waveband Selection for Estimating the Total C and N of Paddy Soils in.. (2017.11.06) LINK


Agriculture

Near-Infrared Spectrum Detection of Wheat Gluten Protein Content Based on a Combined Filtering Method. (2017.12.30) LINK

Non-destructive technique for determining the viability of soybean (Glycine max) seeds using FT-NIR spectroscopy. (2017.10.20) LINK

Mid- and near-IR spectroscopy diagnostic tools developed under EU project (2017.10.19) LINK

"Supercontinuum Lasers Lead to Better Bread and Beer" | barley grains beta-glucan seed sorting (2017.10.19) LINK

Fluorescence and Reflectance Sensor Comparison in Winter Wheat (2017.10.03) LINK


Food & Feed

"Food Safety for the 21st Century" | FSMA spectroscopy blockchain (2017.10.19) LINK


Other

Das KI-basierte Unternehmen wird Realität - Schnelle Materialanalyse auf dem Smartphone (2017.11.21) LINK

Spectroscopy and Chemometrics News Weekly #25-30, 2017Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #25-30, 2017Spettroscopia e Chemiometria Weekly News #25-30, 2017

Chemometrics

"New insights in forensic chemistry: NIR/Chemometrics analysis of toners for QD examination" | NIRS LINK

"Common Mistakes in Cross-Validating Classification Models" LINK

Determination of cannabinoids in hemp nut products in Taiwan by HPLC-MS/MS coupled with chemometric analysis LINK

Prediction of local and global tomato texture and quality by FT-NIR spectroscopy and chemometric | penetrometry LINK

Quantification of the contents in biojet fuel blends using near infrared spectroscopy and multivariate calibration LINK

Statistical Aspects of Near-Infrared Spectroscopy for the Characterization of Errors and ModelBuilding LINK

Development of a Direct Spectrophotometric and Chemometric Method for Determining Food Dye Concentrations LINK

Evaluation of chemometric methodologies for the classification of Coffea canephora cultivars v/ FT-NIR spectroscopy LINK

Investigation of Pre-Processing, Wavelength Selection, & Regression Methods on NIRS Calibration Model Performance LINK

Grading of Chinese Cantonese Sausage Using Hyperspectral Imaging Combined with Chemometric Methods LINK


Near Infrared

"Designing a calibration set in spectral space for efficient development of an NIR method for tablet analysis" | NIRS LINK

"At-line prediction of mineral composition of fresh cheeses using near-infrared technologies" |(17)30598-2/fulltext?utm_source=twitter.com/CalibModel NIRS LINK

VBaeten showing just how different the same wheat flours look spectrally over 19 NIR instruments icnirs2017 LINK!

Project to create NIR packaging alternatives. plastic recycling NIRS LINK

Handheld NIR Engine The i-Spec Nano compact, from B&W Tek Inc. | NIRS spectrometer LINK

Trend Expected to Guide Near-infrared Spectroscopy Market from 2016-2021 : Growth Analysis by Manufacturers ... LINK

Review of the Principles and Applications of Near-Infrared Spectroscopy to Characterize Meat, Fat, and MeatProducts LINK

Viavi Introduces the MicroNIR™ Transmission Fixture for Precision Material Analysis | MaterialAnalysis NIRS LINK

Flavonoid and Antioxidant Capacity of Propolis Prediction Using Near Infrared Spectroscopy | NIRS Antioxidant LINK

. Animal Nutrition collaborate with Consumer Physics | AnimalNutrition NIRS spectrometer LINK


Hyperspectral

"Application of NIR hyperspectral imaging to discriminate different geographical origins of Chinese wolfberries." LINK



Facts

"Essential CheatSheets for MachineLearning and DeepLearning Engineers" LINK



Laboratory

Optimising analysis in the lab with modern instruments & high-performance software partnering LINK!


Pharma

Identifying Pharmaceutical Raw Materials with Pattern Recognition and MicroNIR™ Spectroscopy w/ … LINK!


Equipment

Discr. forchlorfenuron-treated kiwifruits with portable spectrometer & Vis/NIR diffuse transmittance spectroscopy LINK

Agilent Expands into Raman Spectroscopy with Purchase of Cobalt Light Systems LINK



Agriculture

Animal Nutrition has selected Consumer Physics to collaborate | forageanalysis NIRS spectrometer LINK



Other

Asian Spectroscopy Conference (ASC2017) on 3-6 September 2017, Taiwan LINK

Understanding Polarization and its Benefits LINK

"Chemical Characterization and Determination of the Anti-Oxidant Capacity of Two Brown Algae with Respect to ..." LINK



CalibrationModel.com

Spectroscopy & Chemometrics News Weekly 21-24, 2017 | Spectrometer Sensor Spectroscopy NIRS Chemometrics Raman LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 21-24, 2017 | NIRS Spektroskopie Chemometrie Spektrometer LINK

Spettroscopia e Chemiometria Weekly News 21-24, 2017 | NIRS Spettroscopia Chemiometria sensor LINK



Spectroscopy and Chemometrics News Weekly #5+6, 2017Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #5+6, 2017Spettroscopia e Chemiometria Weekly News #5+6, 2017


Chemometrics

Non-Destructive Sensor-Based Prediction of Maturity and Optimum Harvest Date of Sweet Cherry Fruit | sensors LINK


IDC unveils its Top 10 Predictions for global Robotics Industry Industry40 Robotics LINK


Spectroscopy

Global Molecular Spectroscopy Market is expected to reach USD 6.712 billion till 2024. htt… LINK!


Near Infrared

Assessing pre-harvest sprouting in cereals using near-infrared spectroscopy-based metabolomics LINK


Rapid screening of commercial extra virgin olive oil products for authenticity: Performance of a handheld NIR device LINK


Hyperspectral

Imec () launches TDI, multispectral and hyperspectral sensors | imaging HSI LINK


Near-infrared hyperspectral imaging of lamination and finishing processes in textile technology LINK


Spectral Imaging

Viavi Solutions and ESPROS Photonics Corporation Debut New Miniaturized Spectral Sensor and Multispectral Sensor LINK


Equipment

Meta-lenses bring benchtop performance to small, hand-held spectrometer - Science Daily LINK



Scan anywhere with Neospectra Spectrometer Case powered by XPNDBLS PhotonicsWest … LINK!


Agriculture

World feed production exceeds 1 billion MT LINK


Chemometric soil analysis on the determination of specific bands for the detection of magnesium & potassium by ... LINK


Other

This app uses spectral analysis to analyze objects and their makeup HawkSpex LINK


Research details developments in the multivariate analysis software industry | MVA LINK

"The worlds first ever spectroscopy enabled iPhone!" Check out our video to see it in action: LINK


Investments in AI will triple in 2017. ($47 billion by 2020 per ) CIO CMO | LINK


Some aspects of fetal development have long puzzled scientists, but new molecular technologies are shining a light: https:/… LINK!


CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 3+4, 2017 | Spectroscopy NIRS MVDA… LINK


Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 3+4, 2017 | NIRS Spektroskopie Chemometrie Multivariate LINK


Spettroscopia e Chemiometria Weekly News 3+4, 2017 | NIRS Spettroscopia Chemiometria news LINK


WHITE PAPER: A novel knowledge-based Chemometric Software Framework for quantitative NIRS Calibration Modeling LINK



Improve Accuracy of fast non-destructive NIR Measurements by Optimal Calibration | spectroscopy sensor modeling LINK


NIRS as a secondary method requires extensive calibration on an ongoing basis | foodindustry Digitalization IoT LINK


Services for Optimization of Chemometric Application Methods of Near-Infrared Spectroscopy | Quality Control NIRS LINK


► Timesaving NIRS Calibration ► near-infrared spectroscopy | protein fat moisture sensor measurement scanning LINK






Chemometrics

Non-Destructive Sensor-Based Prediction of Maturity and Optimum Harvest Date of Sweet Cherry Fruit | sensors LINK


IDC unveils its Top 10 Predictions for global Robotics Industry Industry40 Robotics LINK


Spectroscopy

Global Molecular Spectroscopy Market is expected to reach USD 6.712 billion till 2024. htt… LINK!


Near Infrared

Assessing pre-harvest sprouting in cereals using near-infrared spectroscopy-based metabolomics LINK


Rapid screening of commercial extra virgin olive oil products for authenticity: Performance of a handheld NIR device LINK


Hyperspectral

Imec () launches TDI, multispectral and hyperspectral sensors | imaging HSI LINK


Near-infrared hyperspectral imaging of lamination and finishing processes in textile technology LINK


Spectral Imaging

Viavi Solutions and ESPROS Photonics Corporation Debut New Miniaturized Spectral Sensor and Multispectral Sensor LINK


Equipment

Meta-lenses bring benchtop performance to small, hand-held spectrometer - Science Daily LINK



Scan anywhere with Neospectra Spectrometer Case powered by XPNDBLS PhotonicsWest … LINK!


Agriculture

World feed production exceeds 1 billion MT LINK


Chemometric soil analysis on the determination of specific bands for the detection of magnesium & potassium by ... LINK


Other

This app uses spectral analysis to analyze objects and their makeup HawkSpex LINK


Research details developments in the multivariate analysis software industry | MVA LINK

"The worlds first ever spectroscopy enabled iPhone!" Check out our video to see it in action: LINK


Investments in AI will triple in 2017. ($47 billion by 2020 per ) CIO CMO | LINK


Some aspects of fetal development have long puzzled scientists, but new molecular technologies are shining a light: https:/… LINK!


CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 3+4, 2017 | Spectroscopy NIRS MVDA… LINK


Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 3+4, 2017 | NIRS Spektroskopie Chemometrie Multivariate LINK


Spettroscopia e Chemiometria Weekly News 3+4, 2017 | NIRS Spettroscopia Chemiometria news LINK


WHITE PAPER: A novel knowledge-based Chemometric Software Framework for quantitative NIRS Calibration Modeling LINK



Improve Accuracy of fast non-destructive NIR Measurements by Optimal Calibration | spectroscopy sensor modeling LINK


NIRS as a secondary method requires extensive calibration on an ongoing basis | foodindustry Digitalization IoT LINK


Services for Optimization of Chemometric Application Methods of Near-Infrared Spectroscopy | Quality Control NIRS LINK


► Timesaving NIRS Calibration ► near-infrared spectroscopy | protein fat moisture sensor measurement scanning LINK






Chemometrics

Non-Destructive Sensor-Based Prediction of Maturity and Optimum Harvest Date of Sweet Cherry Fruit | sensors LINK


IDC unveils its Top 10 Predictions for global Robotics Industry Industry40 Robotics LINK


Spectroscopy

Global Molecular Spectroscopy Market is expected to reach USD 6.712 billion till 2024. htt… LINK!


Near Infrared

Assessing pre-harvest sprouting in cereals using near-infrared spectroscopy-based metabolomics LINK


Rapid screening of commercial extra virgin olive oil products for authenticity: Performance of a handheld NIR device LINK


Hyperspectral

Imec () launches TDI, multispectral and hyperspectral sensors | imaging HSI LINK


Near-infrared hyperspectral imaging of lamination and finishing processes in textile technology LINK


Spectral Imaging

Viavi Solutions and ESPROS Photonics Corporation Debut New Miniaturized Spectral Sensor and Multispectral Sensor LINK


Equipment

Meta-lenses bring benchtop performance to small, hand-held spectrometer - Science Daily LINK



Scan anywhere with Neospectra Spectrometer Case powered by XPNDBLS PhotonicsWest … LINK!


Agriculture

World feed production exceeds 1 billion MT LINK


Chemometric soil analysis on the determination of specific bands for the detection of magnesium & potassium by ... LINK


Other

This app uses spectral analysis to analyze objects and their makeup HawkSpex LINK


Research details developments in the multivariate analysis software industry | MVA LINK

"The worlds first ever spectroscopy enabled iPhone!" Check out our video to see it in action: LINK


Investments in AI will triple in 2017. ($47 billion by 2020 per ) CIO CMO | LINK


Some aspects of fetal development have long puzzled scientists, but new molecular technologies are shining a light: https:/… LINK!


CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 3+4, 2017 | Spectroscopy NIRS MVDA… LINK


Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 3+4, 2017 | NIRS Spektroskopie Chemometrie Multivariate LINK


Spettroscopia e Chemiometria Weekly News 3+4, 2017 | NIRS Spettroscopia Chemiometria news LINK


WHITE PAPER: A novel knowledge-based Chemometric Software Framework for quantitative NIRS Calibration Modeling LINK



Improve Accuracy of fast non-destructive NIR Measurements by Optimal Calibration | spectroscopy sensor modeling LINK


NIRS as a secondary method requires extensive calibration on an ongoing basis | foodindustry Digitalization IoT LINK


Services for Optimization of Chemometric Application Methods of Near-Infrared Spectroscopy | Quality Control NIRS LINK


► Timesaving NIRS Calibration ► near-infrared spectroscopy | protein fat moisture sensor measurement scanning LINK





Procedures for NIR calibration – Creation of NIRS spectroscopy calibration curvesArbeitsweisen zur NIR Kalibrierung – Erstellung von NIRS-Spektroskopie Kalibrierungskurven Le procedure di calibrazione NIR – Realizzazione di curve di calibrazione NIRS spettroscopia

Do you know the effect that you prefer to try out their favorite data pretreatments in combination and often try the same wavelength selections based spectra of the visualized?

You try as six to ten combinations until one of them selects his favorite calibration model, to then continue to optimize. Since then suddenly fall to outliers, because it goes in depth, so is familiar with the data, we know now the spectra of numbers of outliers and is familiar with the extreme values.

Now, the focus is on the major components (principal components, Latent Variables, factors) and makes sure not to over-fit and under-fit not to. The whole takes a few hours and finally one is content with the model found.

So what would happen if you all in the beginning tried variants found outliers removed and re-evaluated and compared? The results would be better than that of the previous model choice? One does not try out? Because it is cumbersome and takes hours again?

We have developed a software which simplifies this so that also the number of model variations can be increased as desired. The variants generation is automated with an intelligent control system, as well as the optimization and comparing the models and finally the final selection of the best calibration model.

Our software includes all the usual known data pretreatment methods (data pre-processing) and can combine them useful. Since many Preteatments are directly dependent on the wavelength selection, such as the normalization the determined within a wavelength range of the scaling factors to normalize the spectra so that pretreatments with the wavelength ranges may be combined. So a variety of settings sensible model comes together that are all calculated and optimized. For the automatic selection of the relevant wavelength ranges, different methods are used, which are based on the spectral intensities. Thus, for example, regions with total absorption is not used, and often interfering water bands removed or retained.

Over all the calculated model variations as a summary outlier analysis can be made. Are there any new outliers (hidden outlier) discovered, all previous models can be automatically recalculated, optimized and compared without these outliers.

From this great number of calculated models with the statistical quality reviews (prediction performance) the optimum calibration can now be selected. For this purpose, not simply sorting by the prediction error (prediction error, SEP RMSEP) or the coefficient of determination (coefficient of determination r2), but by several statistical and test values are used jointly toward the final assessment of optimal calibration.

Thus we have created a platform that allows the highly automated work what a man can never do with a commercial software.

We therefore offer the largest number of matched to your application problem modeling calculations and choose the best calibration for you!

This means that our results are faster, more accurate, robust and objective basis (person independent) and quite easy for you to apply.

You have the full control of the models supplied by us, because we provide a clearly structured and detailed blueprint of the complete calibration, with all settings and parameters, with all necessary statistical characteristics and graphics.

Using this blueprint, you can adjust the quantitative calibration model itself in the software you use, understand and compare. You have everything under control form model creation, model validation and model refinement.

Your privacy is very important to us. The NIR data that you briefly provide us for the custom calibration development will remain of course your property. Your NIR data will be deleted after the job with us.


Start Calibrate


Interested, then do not hesitate to contact us.

Kennen Sie den Effekt, dass Sie bevorzugt ihre Lieblings-Datenvorbehandlungen in Kombination durchprobieren und oft die gleichen Wellenlängen-Selektionen anhand der visualisierten Spektren ausprobieren?

Man probiert z.B. sechs bis zehn Kombinationen aus, bis man davon sein favorisiertes Kalibrationsmodell auswählt, um es dann weiter zu optimieren. Da fallen dann plötzlich Ausreisser (Outlier) auf, weil man in die Tiefe geht, also mit den Daten vertraut ist, man kennt mittlerweile die Spektren-Nummern der Ausreisser und ist mit den Extremwerten vertraut.

Jetzt fokussiert man sich auf die Hauptkomponenten (Principal Components, Latent Variables, Faktoren) und achtet darauf nicht zu über-fitten und nicht zu unter-fitten. Das ganze dauert ein paar Stunden und schliesslich begnügt man sich mit dem gefundenen Modell.

Was wäre nun, wenn man in all den zu Beginn ausprobierten Varianten, die gefundenen Ausreisser entfernt und nochmals berechnet und vergleicht? Wären die Ergebnisse besser als die von der bisherigen Modell Wahl? Man probiert es nicht aus? Weil es mühsam ist und wieder Stunden dauert?

Wir haben eine Software entwickelt die dies so vereinfacht, dass auch die Anzahl der Modell Variationen beliebig erhöht werden kann. Die Varianten Erzeugung läuft automatisiert mit einem intelligenten Regelsystem, so auch die Optimierung und das Vergleichen der Modelle und schliesslich die finale Auswahl des Besten Kalibrations Modell.

Unsere Software beinhaltet alle üblichen bekannten Datenvorbehandlungs Methoden (Preteatments) und kann diese sinnvoll kombinieren. Da viele Preteatments direkt abhängig sind von der Wellenlängen Selektion, so z.B. die Normalisierungen die innerhalb eines Wellenlängen-Bereiches die Skalierungsfaktoren ermittelt, um die Spektren damit zu normieren, werden die Pretreatments mit dem Wellenlängen-Bereichen kombiniert. So kommt eine Vielzahl von sinnvollen Modell Einstellungen zusammen die alle berechnet und optimiert werden.

Für die automatische Auswahl der relevanten Wellenlängen Bereiche kommen verschiedene Methoden zum Einsatz, die sich an den Spektren Intensitäten orientieren. So werden z.B. Bereiche mit Totalabsorption nicht verwendet, oftmals störende Wasserbanden entfernt oder beibehalten.

Über all die berechneten Modell Variationen können so zusammenfassende Outlier Analysen gemacht werden. Werden durch die gefahrenen Versuche neue Outlier (Hidden Outlier) entdeckt, können alle bisherigen Modelle automatisch ohne diese Ausreisser nachberechnet, optimiert und verglichen werden.

Aus dieser Vielzahl berechneter Modelle mit deren Statistischen Güte Bewertungen (Prediction Performance) kann nun die optimale Kalibration ausgewählt werden. Dazu wird nicht einfach nach dem Vorhersage Fehler (Prediction Error, SEP, RMSEP) oder nach dem Bestimmtheitsmaß (Coefficient of Determination r2) sortiert, sondern mehrere Statistik- und Testwerte gemeinsam zur umfänglichen Beurteilung der optimalen Kalibration herangezogen.

Somit haben wir eine Plattform geschaffen, die es ermöglicht hochgradig automatisiert das zu tun, was ein Mensch niemals mit einer handelsüblichen Software tun kann.

Wir bieten damit die grösste Anzahl auf Ihr Applikations-Problem angepasste Modellierungs-Berechnungen und wählen die beste Kalibration für Sie aus!

Das heisst, unsere Ergebnisse sind schneller, genauer, robuster und objektiv ausgewählt (Personen unabhängig) und für Sie ganz einfach anzuwenden.

Die Kontrolle über die von uns gelieferten Modelle haben Sie vollumfänglich, denn wir liefern einen klar strukturierten und detaillierten Bauplan der  kompletten Kalibration, mit allen Einstellungen und Parametern, mit allen notwendigen Statistischen Kenngrössen und Grafiken.

Anhand dieses Bauplans können Sie das quantitative Kalibrations Modell selbst in der von Ihnen verwendeten Software nachstellen, nachvollziehen und vergleichen. Sie haben so alles im Griff, für die Modell-Validierung und die Modellpflege.

Der Datenschutz ist uns sehr wichtig. Die NIR Daten, die Sie uns für die Kalibrations-Erstellung kurzzeitig zu Verfügung stellen bleiben selbstverständlich Ihr Eigentum. Ihre NIR Daten werden nach Abschluss des Auftrags bei uns gelöscht.


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Do you know the effect that you prefer to try out their favorite data pretreatments in combination and often try the same wavelength selections based spectra of the visualized?

You try as six to ten combinations until one of them selects his favorite calibration model, to then continue to optimize. Since then suddenly fall to outliers, because it goes in depth, so is familiar with the data, we know now the spectra of numbers of outliers and is familiar with the extreme values.

Now, the focus is on the major components (principal components, Latent Variables, factors) and makes sure not to over-fit and under-fit not to. The whole takes a few hours and finally one is content with the model found.

So what would happen if you all in the beginning tried variants found outliers removed and re-evaluated and compared? The results would be better than that of the previous model choice? One does not try out? Because it is cumbersome and takes hours again?

We have developed a software which simplifies this so that also the number of model variations can be increased as desired. The variants generation is automated with an intelligent control system, as well as the optimization and comparing the models and finally the final selection of the best calibration model.

Our software includes all the usual known data pretreatment methods (data pre-processing) and can combine them useful. Since many Preteatments are directly dependent on the wavelength selection, such as the normalization the determined within a wavelength range of the scaling factors to normalize the spectra so that pretreatments with the wavelength ranges may be combined. So a variety of settings sensible model comes together that are all calculated and optimized. For the automatic selection of the relevant wavelength ranges, different methods are used, which are based on the spectral intensities. Thus, for example, regions with total absorption is not used, and often interfering water bands removed or retained.

Over all the calculated model variations as a summary outlier analysis can be made. Are there any new outliers (hidden outlier) discovered, all previous models can be automatically recalculated, optimized and compared without these outliers.

From this great number of calculated models with the statistical quality reviews (prediction performance) the optimum calibration can now be selected. For this purpose, not simply sorting by the prediction error (prediction error, SEP RMSEP) or the coefficient of determination (coefficient of determination r2), but by several statistical and test values are used jointly toward the final assessment of optimal calibration.

Thus we have created a platform that allows the highly automated work what a man can never do with a commercial software.

We therefore offer the largest number of matched to your application problem modeling calculations and choose the best calibration for you!

This means that our results are faster, more accurate, robust and objective basis (person independent) and quite easy for you to apply.

You have the full control of the models supplied by us, because we provide a clearly structured and detailed blueprint of the complete calibration, with all settings and parameters, with all necessary statistical characteristics and graphics.

Using this blueprint, you can adjust the quantitative calibration model itself in the software you use, understand and compare. You have everything under control form model creation, model validation and model refinement.

Your privacy is very important to us. The NIR data that you briefly provide us for the custom calibration development will remain of course your property. Your NIR data will be deleted after the job with us.


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Interested, then do not hesitate to contact us.