Cost comparison / Price comparison of Chemometrics / Machine Learning / Data Science for NIR-Spectroscopy – Kostenvergleich / Preisvergleich von Chemometrie / Maschinelles Lernen / Data Science für die NIR-Spektroskopie – Confronto dei costi / Confronto dei prezzi della chemiometria / Apprendimento automatico / Scienza dei dati per la spettroscopia NIR

Reduce Operating Costs and Total Cost of Ownership (TCO) of NIR-Spectroscopy (NIRS) in the Digitalization Age.

NIR-Spectroscopy (NIRS) - Reduce cost, Increase revenue

Reduce Cost by automated NIR development.
Increase Revenue by higher accuracy NIR results.

CalibrationModel.com (CM) versus Others

Costs are not everything, there are other important factors listed in the table.

CM fix € pricing (approx.)Others € Price Range (approx.)
Software
included
Chemometric Packagenot‑needed
€3500 - €6500 per user
Chemometric Predictor
free‑software
€1500 - €2500 per NIR device
Knowledge
included
Chemometric Trainingnot‑needed
€1500 - €2500 per user
Chemometrician* Salarynot‑needed
1 years Salary / year
(+ risk of Employee Turnover)
Computation
included
Powerful Computer (many Processors, lot of RAM for big data)not‑needed
€1500 - €4500 per computer
Development and Usage
Development of a Calibration
€128
€80 - €150 / hour

of Chemometrician* using a Chemometric Software (click and wait) and applying it's knowledge

Usage of a Calibration
€60 / year
Total€178 in first year
€60 in second year
initial (min €8000 , max €15500)
+ 2 * (2 - 4)(hour to cost same! as CM service) * (€80 - €150) Chemometrician* work
no initial cost
very high initial costs
no personnel cost
high personnel* costs
constant CM services
risk of Employee Turnover
global knowledge
risk of only use personal knowledge
easy to calculate fix cost on demand
difficult to calculate variable cost on demand plus Chemometrician* Recruitment needed
Results :
calibration prediction performance
always reproducible highly optimized
only as good as your Chemometrician* daily condition
better prediction performance, due to best-of 10'000x calibrations
small size of experiments, non-optimal calibrations

See also:
pricing

Start Calibrate

*) Personnel / Chemometrician / Data Scientist / Data Analyst / Machine Learning Engineer :
We are not against it, we are one of them a long time ago, but the way the work is done is changing (see below).

2019 Digitalization and the Future of Work: Macroeconomic Consequences

2019 The Digitalization of the American Workforce

2017 Digitalization and the American workforce , full-report



Spectroscopy and Chemometrics News Weekly #41, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #41, 2019Spettroscopia e Chemiometria Weekly News #41, 2019

CalibrationModel.com

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 40, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensors Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Prozess LINK

Spectroscopy and Chemometrics News Weekly 40, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Checking LINK

Spettroscopia e Chemiometria Weekly News 40, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem predictionmodels process LINK

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

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



Chemometrics

"Quantification and classification in process analytics using hyperspectral imaging" LINK

"Predicting Lipid, Caffeine And Chlorogenic Acid" LINK

"Comparison of Analytical Ability of PLS and SVM Algorithm in Estimation of Moisture Content, Higher Heating Value, and Lower Heating Value of Cassava Rhizome Ground using FT-NIR Spectroscopy" LINK

"Comprehensive comparison of multiple quantitative near-infrared spectroscopy models for" LINK

"Application of hyperspectral imaging combined with chemometrics for the non-destructive evaluation of the quality of fruit in postharvest" LINK




Near Infrared

"Rapid and nondestructive fraud detection of palm oil adulteration with Sudan dyes using portable NIR spectroscopic techniques." LINK

"Feasibility of the Detection of Carrageenan Adulteration in Chicken Meat Using Visible/Near-Infrared (Vis/NIR) Hyperspectral Imaging" LINK

"Determination of the bruise degree for cherry using Vis-NIR reflection spectroscopy coupled with multivariate analysis." LINK

"Impacts of the Extreme Conditons of Environments on RNA's structure and function from the Avocado Sunblotch Viroid: Applicaton of NIR Spectroscopy and a Baro-Bio …" LINK

"Comparative study of commercial cold-cuts used NIRS and sensory analysis" LINK

"Prediction of digestibility and net energy of pig feeds by combined NIRS-spectra from feed and faeces" LINK

"Precision test for the spectral characteristic of FT-NIR for the measurement of water content of wheat straw" LINK




Infrared

" Surface Functionality and Water adsorption studies of alpha aluminium (111) oxide nanoparticles by Near Infrared Spectroscopy" LINK

" Quantitative genetic parameters for growth and wood properties in Eucalyptus' urograndis' hybrid using near-infrared phenotyping and genome-wide SNP-based relationships" LINK

"Meat freshness evaluation using visible to near-infrared spectroscopy (Conference Presentation)" LINK




Raman

"Raman Spectroscopy and Cancer Diagnosis" LINK




Equipment

"An integrated broadband spectrometer on thin-film lithium niobate" LINK




Environment

"Prediction of soil available water-holding capacity from visible near-infrared reflectance spectra" LINK




Agriculture

"Potential of VNIR spectroscopy for prediction of clay mineralogy and magnetic properties, and its paleoclimatic application to two contrasting Quaternary soil deposits" LINK

"A New Plant Indicator (Artemisia lavandulaefolia DC.) of Mercury in Soil Developed by Fourier-Transform Near-Infrared Spectroscopy Coupled with Least Squares …" LINK




Food & Feed

"Chocolate Quality Assessment Based on Chemical Fingerprinting Using Near Infra-red and Machine Learning Modeling" Foods LINK

"Prediction of Talc Content in Wheat Flour Based on a Near-Infrared Spectroscopy Technique." LINK





CalibrationModel.com

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 40, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensors Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Prozess LINK

Spectroscopy and Chemometrics News Weekly 40, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Checking LINK

Spettroscopia e Chemiometria Weekly News 40, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem predictionmodels process LINK

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

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



Chemometrics

"Quantification and classification in process analytics using hyperspectral imaging" LINK

"Predicting Lipid, Caffeine And Chlorogenic Acid" LINK

"Comparison of Analytical Ability of PLS and SVM Algorithm in Estimation of Moisture Content, Higher Heating Value, and Lower Heating Value of Cassava Rhizome Ground using FT-NIR Spectroscopy" LINK

"Comprehensive comparison of multiple quantitative near-infrared spectroscopy models for" LINK

"Application of hyperspectral imaging combined with chemometrics for the non-destructive evaluation of the quality of fruit in postharvest" LINK




Near Infrared

"Rapid and nondestructive fraud detection of palm oil adulteration with Sudan dyes using portable NIR spectroscopic techniques." LINK

"Feasibility of the Detection of Carrageenan Adulteration in Chicken Meat Using Visible/Near-Infrared (Vis/NIR) Hyperspectral Imaging" LINK

"Determination of the bruise degree for cherry using Vis-NIR reflection spectroscopy coupled with multivariate analysis." LINK

"Impacts of the Extreme Conditons of Environments on RNA's structure and function from the Avocado Sunblotch Viroid: Applicaton of NIR Spectroscopy and a Baro-Bio …" LINK

"Comparative study of commercial cold-cuts used NIRS and sensory analysis" LINK

"Prediction of digestibility and net energy of pig feeds by combined NIRS-spectra from feed and faeces" LINK

"Precision test for the spectral characteristic of FT-NIR for the measurement of water content of wheat straw" LINK




Infrared

" Surface Functionality and Water adsorption studies of alpha aluminium (111) oxide nanoparticles by Near Infrared Spectroscopy" LINK

" Quantitative genetic parameters for growth and wood properties in Eucalyptus' urograndis' hybrid using near-infrared phenotyping and genome-wide SNP-based relationships" LINK

"Meat freshness evaluation using visible to near-infrared spectroscopy (Conference Presentation)" LINK




Raman

"Raman Spectroscopy and Cancer Diagnosis" LINK




Equipment

"An integrated broadband spectrometer on thin-film lithium niobate" LINK




Environment

"Prediction of soil available water-holding capacity from visible near-infrared reflectance spectra" LINK




Agriculture

"Potential of VNIR spectroscopy for prediction of clay mineralogy and magnetic properties, and its paleoclimatic application to two contrasting Quaternary soil deposits" LINK

"A New Plant Indicator (Artemisia lavandulaefolia DC.) of Mercury in Soil Developed by Fourier-Transform Near-Infrared Spectroscopy Coupled with Least Squares …" LINK




Food & Feed

"Chocolate Quality Assessment Based on Chemical Fingerprinting Using Near Infra-red and Machine Learning Modeling" Foods LINK

"Prediction of Talc Content in Wheat Flour Based on a Near-Infrared Spectroscopy Technique." LINK





CalibrationModel.com

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 40, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensors Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Prozess LINK

Spectroscopy and Chemometrics News Weekly 40, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Checking LINK

Spettroscopia e Chemiometria Weekly News 40, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem predictionmodels process LINK

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

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



Chemometrics

"Quantification and classification in process analytics using hyperspectral imaging" LINK

"Predicting Lipid, Caffeine And Chlorogenic Acid" LINK

"Comparison of Analytical Ability of PLS and SVM Algorithm in Estimation of Moisture Content, Higher Heating Value, and Lower Heating Value of Cassava Rhizome Ground using FT-NIR Spectroscopy" LINK

"Comprehensive comparison of multiple quantitative near-infrared spectroscopy models for" LINK

"Application of hyperspectral imaging combined with chemometrics for the non-destructive evaluation of the quality of fruit in postharvest" LINK




Near Infrared

"Rapid and nondestructive fraud detection of palm oil adulteration with Sudan dyes using portable NIR spectroscopic techniques." LINK

"Feasibility of the Detection of Carrageenan Adulteration in Chicken Meat Using Visible/Near-Infrared (Vis/NIR) Hyperspectral Imaging" LINK

"Determination of the bruise degree for cherry using Vis-NIR reflection spectroscopy coupled with multivariate analysis." LINK

"Impacts of the Extreme Conditons of Environments on RNA's structure and function from the Avocado Sunblotch Viroid: Applicaton of NIR Spectroscopy and a Baro-Bio …" LINK

"Comparative study of commercial cold-cuts used NIRS and sensory analysis" LINK

"Prediction of digestibility and net energy of pig feeds by combined NIRS-spectra from feed and faeces" LINK

"Precision test for the spectral characteristic of FT-NIR for the measurement of water content of wheat straw" LINK




Infrared

" Surface Functionality and Water adsorption studies of alpha aluminium (111) oxide nanoparticles by Near Infrared Spectroscopy" LINK

" Quantitative genetic parameters for growth and wood properties in Eucalyptus' urograndis' hybrid using near-infrared phenotyping and genome-wide SNP-based relationships" LINK

"Meat freshness evaluation using visible to near-infrared spectroscopy (Conference Presentation)" LINK




Raman

"Raman Spectroscopy and Cancer Diagnosis" LINK




Equipment

"An integrated broadband spectrometer on thin-film lithium niobate" LINK




Environment

"Prediction of soil available water-holding capacity from visible near-infrared reflectance spectra" LINK




Agriculture

"Potential of VNIR spectroscopy for prediction of clay mineralogy and magnetic properties, and its paleoclimatic application to two contrasting Quaternary soil deposits" LINK

"A New Plant Indicator (Artemisia lavandulaefolia DC.) of Mercury in Soil Developed by Fourier-Transform Near-Infrared Spectroscopy Coupled with Least Squares …" LINK




Food & Feed

"Chocolate Quality Assessment Based on Chemical Fingerprinting Using Near Infra-red and Machine Learning Modeling" Foods LINK

"Prediction of Talc Content in Wheat Flour Based on a Near-Infrared Spectroscopy Technique." LINK





Spectroscopy and Chemometrics News Weekly #34, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #34, 2019Spettroscopia e Chemiometria Weekly News #34, 2019

CalibrationModel.com

Develop customized NIR applications and freeing up hours of spectroscopy analysts time. chemometric software LINK

Spectroscopy and Chemometrics News Weekly 33, 2019 | NIRS NIR Spectrometer Analytical Chemistry Chemical Analysis Lab Labs Laboratories QAQC Testing Quality LabManager LabManagers laboratory digitalization labdata laboratorydata LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 33, 2019 | NIRS NIR FTNIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysemethode Laborleiter Laboranalyse Qualitätskontrolle LINK

Spettroscopia e Chemiometria Weekly News 33, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità prediction controllo qualità LINK




Chemometrics

"A Spectral Fitting Algorithm to Retrieve the Fluorescence Spectrum from Canopy Radiance" Remote Sensing RemoteSensing LINK

"A hyperspectral GA-PLSR model for prediction of pine wilt disease" LINK

"Hyperspectral Anomaly Detection via Convolutional Neural Network and Low Rank With Density-Based Clustering" LINK

"Use of near-infrared hyperspectral (NIR-HS) imaging to visualize and model the maturity of long-ripening hard cheeses" LINK

"Identification of lactic acid bacteria Enterococcus and Lactococcus by near-infrared spectroscopy and multivariate classification." LINK

"A practical convolutional neural network model for discriminating Raman spectra of human and animal blood" LINK

"Non-destructive prediction of texture of frozen/thaw raw beef by Raman spectroscopy" LINK

"Incorporating brand variability into classification of edible oils by Raman spectroscopy" LINK

"Three-way data splits (training, test and validation) for model selection and performance estimation" LINK

"Importance of spatial predictor variable selection in machine learning applications -- Moving from data reproduction to spatial prediction." LINK

"Tracing the dune activation of Badain Jaran Desert and Tengger Desert by using near infrared spectroscopy and chemometrics" LINK




Near Infrared

"On-The-Go VIS + SW - NIR Spectroscopy as a Reliable Monitoring Tool for Grape Composition within the Vineyard." LINK

"Improved Functional Near Infrared Spectroscopy Enables Enhanced Brain Imaging" fNIR FDNIR LINK

"Estabilishing A Calibration For Neutral Detergent Fiber (NDF) Value by Using Near Infrared Spectroscopy (NIR) in Corn Grain" LINK

"Using Near Infrared Spectroscopy and Machine Learning to diagnose Systemic Sclerosis." LINK

"Strategies for the efficient estimation of soil organic carbon at the field scale with vis-NIR spectroscopy: Spectral libraries and spiking vs. local calibrations" LINK

"Sensomics-from conventional to functional NIR spectroscopy-shining light over the aroma and taste of foods" LINK




Infrared

"Assessment of Spinal Cord Ischemia With Near-Infrared Spectroscopy: Myth or Reality?" LINK

"Identification of antibiotic mycelia residues in cottonseed meal using Fourier transform near-infrared microspectroscopic imaging." LINK

"Application of near-infrared spectroscopy for frozen-thawed characterization of cuttlefish (Sepia officinalis)" Aquaphotomics LINK

" Identification of Tilletia foetida, Ustilago tritici, and Urocystis tritici Based on Near-Infrared Spectroscopy" LINK

"Assessment of meat freshness and spoilage detection utilizing visible to near-infrared spectroscopy" LINK




Hyperspectral

"Estimating the severity of apple mosaic disease with hyperspectral images" LINK

"Spectral filter design based on in-field hyperspectral imaging and machine learning for mango ripeness estimation" LINK




Equipment

"Feasibility Study of the Use of Handheld NIR Spectrometer for Simultaneous Authentication and Quantification of Quality Parameters in Intact Pineapple Fruits" LINK




Agriculture

"Evidence on the discrimination of quinoa grains with a combination of FT-MIR and FT-NIR spectroscopy" FTNIR FTMIR LINK




Forestry

"Near-infrared spectroscopy analysis-a useful tool to detect apple proliferation diseased trees?"LINK

"Evaluation of near infrared spectroscopy to non-destructively measure growth strain in trees" LINK




Other

"Spectral Screening Based on Comprehensive Similarity and Support Vector Machine" LINK

"Aquaphotomics-From Innovative Knowledge to Integrative Platform in Science and Technology." LINK





CalibrationModel.com

Develop customized NIR applications and freeing up hours of spectroscopy analysts time. chemometric software LINK

Spectroscopy and Chemometrics News Weekly 33, 2019 | NIRS NIR Spectrometer Analytical Chemistry Chemical Analysis Lab Labs Laboratories QAQC Testing Quality LabManager LabManagers laboratory digitalization labdata laboratorydata LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 33, 2019 | NIRS NIR FTNIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysemethode Laborleiter Laboranalyse Qualitätskontrolle LINK

Spettroscopia e Chemiometria Weekly News 33, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità prediction controllo qualità LINK




Chemometrics

"A Spectral Fitting Algorithm to Retrieve the Fluorescence Spectrum from Canopy Radiance" Remote Sensing RemoteSensing LINK

"A hyperspectral GA-PLSR model for prediction of pine wilt disease" LINK

"Hyperspectral Anomaly Detection via Convolutional Neural Network and Low Rank With Density-Based Clustering" LINK

"Use of near-infrared hyperspectral (NIR-HS) imaging to visualize and model the maturity of long-ripening hard cheeses" LINK

"Identification of lactic acid bacteria Enterococcus and Lactococcus by near-infrared spectroscopy and multivariate classification." LINK

"A practical convolutional neural network model for discriminating Raman spectra of human and animal blood" LINK

"Non-destructive prediction of texture of frozen/thaw raw beef by Raman spectroscopy" LINK

"Incorporating brand variability into classification of edible oils by Raman spectroscopy" LINK

"Three-way data splits (training, test and validation) for model selection and performance estimation" LINK

"Importance of spatial predictor variable selection in machine learning applications -- Moving from data reproduction to spatial prediction." LINK

"Tracing the dune activation of Badain Jaran Desert and Tengger Desert by using near infrared spectroscopy and chemometrics" LINK




Near Infrared

"On-The-Go VIS + SW - NIR Spectroscopy as a Reliable Monitoring Tool for Grape Composition within the Vineyard." LINK

"Improved Functional Near Infrared Spectroscopy Enables Enhanced Brain Imaging" fNIR FDNIR LINK

"Estabilishing A Calibration For Neutral Detergent Fiber (NDF) Value by Using Near Infrared Spectroscopy (NIR) in Corn Grain" LINK

"Using Near Infrared Spectroscopy and Machine Learning to diagnose Systemic Sclerosis." LINK

"Strategies for the efficient estimation of soil organic carbon at the field scale with vis-NIR spectroscopy: Spectral libraries and spiking vs. local calibrations" LINK

"Sensomics-from conventional to functional NIR spectroscopy-shining light over the aroma and taste of foods" LINK




Infrared

"Assessment of Spinal Cord Ischemia With Near-Infrared Spectroscopy: Myth or Reality?" LINK

"Identification of antibiotic mycelia residues in cottonseed meal using Fourier transform near-infrared microspectroscopic imaging." LINK

"Application of near-infrared spectroscopy for frozen-thawed characterization of cuttlefish (Sepia officinalis)" Aquaphotomics LINK

" Identification of Tilletia foetida, Ustilago tritici, and Urocystis tritici Based on Near-Infrared Spectroscopy" LINK

"Assessment of meat freshness and spoilage detection utilizing visible to near-infrared spectroscopy" LINK




Hyperspectral

"Estimating the severity of apple mosaic disease with hyperspectral images" LINK

"Spectral filter design based on in-field hyperspectral imaging and machine learning for mango ripeness estimation" LINK




Equipment

"Feasibility Study of the Use of Handheld NIR Spectrometer for Simultaneous Authentication and Quantification of Quality Parameters in Intact Pineapple Fruits" LINK




Agriculture

"Evidence on the discrimination of quinoa grains with a combination of FT-MIR and FT-NIR spectroscopy" FTNIR FTMIR LINK




Forestry

"Near-infrared spectroscopy analysis-a useful tool to detect apple proliferation diseased trees?"LINK

"Evaluation of near infrared spectroscopy to non-destructively measure growth strain in trees" LINK




Other

"Spectral Screening Based on Comprehensive Similarity and Support Vector Machine" LINK

"Aquaphotomics-From Innovative Knowledge to Integrative Platform in Science and Technology." LINK





CalibrationModel.com

Develop customized NIR applications and freeing up hours of spectroscopy analysts time. chemometric software LINK

Spectroscopy and Chemometrics News Weekly 33, 2019 | NIRS NIR Spectrometer Analytical Chemistry Chemical Analysis Lab Labs Laboratories QAQC Testing Quality LabManager LabManagers laboratory digitalization labdata laboratorydata LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 33, 2019 | NIRS NIR FTNIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysemethode Laborleiter Laboranalyse Qualitätskontrolle LINK

Spettroscopia e Chemiometria Weekly News 33, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità prediction controllo qualità LINK




Chemometrics

"A Spectral Fitting Algorithm to Retrieve the Fluorescence Spectrum from Canopy Radiance" Remote Sensing RemoteSensing LINK

"A hyperspectral GA-PLSR model for prediction of pine wilt disease" LINK

"Hyperspectral Anomaly Detection via Convolutional Neural Network and Low Rank With Density-Based Clustering" LINK

"Use of near-infrared hyperspectral (NIR-HS) imaging to visualize and model the maturity of long-ripening hard cheeses" LINK

"Identification of lactic acid bacteria Enterococcus and Lactococcus by near-infrared spectroscopy and multivariate classification." LINK

"A practical convolutional neural network model for discriminating Raman spectra of human and animal blood" LINK

"Non-destructive prediction of texture of frozen/thaw raw beef by Raman spectroscopy" LINK

"Incorporating brand variability into classification of edible oils by Raman spectroscopy" LINK

"Three-way data splits (training, test and validation) for model selection and performance estimation" LINK

"Importance of spatial predictor variable selection in machine learning applications -- Moving from data reproduction to spatial prediction." LINK

"Tracing the dune activation of Badain Jaran Desert and Tengger Desert by using near infrared spectroscopy and chemometrics" LINK




Near Infrared

"On-The-Go VIS + SW - NIR Spectroscopy as a Reliable Monitoring Tool for Grape Composition within the Vineyard." LINK

"Improved Functional Near Infrared Spectroscopy Enables Enhanced Brain Imaging" fNIR FDNIR LINK

"Estabilishing A Calibration For Neutral Detergent Fiber (NDF) Value by Using Near Infrared Spectroscopy (NIR) in Corn Grain" LINK

"Using Near Infrared Spectroscopy and Machine Learning to diagnose Systemic Sclerosis." LINK

"Strategies for the efficient estimation of soil organic carbon at the field scale with vis-NIR spectroscopy: Spectral libraries and spiking vs. local calibrations" LINK

"Sensomics-from conventional to functional NIR spectroscopy-shining light over the aroma and taste of foods" LINK




Infrared

"Assessment of Spinal Cord Ischemia With Near-Infrared Spectroscopy: Myth or Reality?" LINK

"Identification of antibiotic mycelia residues in cottonseed meal using Fourier transform near-infrared microspectroscopic imaging." LINK

"Application of near-infrared spectroscopy for frozen-thawed characterization of cuttlefish (Sepia officinalis)" Aquaphotomics LINK

" Identification of Tilletia foetida, Ustilago tritici, and Urocystis tritici Based on Near-Infrared Spectroscopy" LINK

"Assessment of meat freshness and spoilage detection utilizing visible to near-infrared spectroscopy" LINK




Hyperspectral

"Estimating the severity of apple mosaic disease with hyperspectral images" LINK

"Spectral filter design based on in-field hyperspectral imaging and machine learning for mango ripeness estimation" LINK




Equipment

"Feasibility Study of the Use of Handheld NIR Spectrometer for Simultaneous Authentication and Quantification of Quality Parameters in Intact Pineapple Fruits" LINK




Agriculture

"Evidence on the discrimination of quinoa grains with a combination of FT-MIR and FT-NIR spectroscopy" FTNIR FTMIR LINK




Forestry

"Near-infrared spectroscopy analysis-a useful tool to detect apple proliferation diseased trees?"LINK

"Evaluation of near infrared spectroscopy to non-destructively measure growth strain in trees" LINK




Other

"Spectral Screening Based on Comprehensive Similarity and Support Vector Machine" LINK

"Aquaphotomics-From Innovative Knowledge to Integrative Platform in Science and Technology." LINK





Spectroscopy and Chemometrics News Weekly #28, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #28, 2019Spettroscopia e Chemiometria Weekly News #28, 2019

CalibrationModel.com

Why NIR vendors should use ready-to-use dedicated NIR modeling software solution that works already. LINK

Spectroscopy and Chemometrics News Weekly 27, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Checking LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 27, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Messtechnik Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Labor Analyse LINK

Spettroscopia e Chemiometria Weekly News 27, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models LINK

This week's NIR news Weekly is sponsored by YourCompanyNameHere - BestNIRinstruments. Check out their product page ... link

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




Chemometrics

"Prediction of chemical content in patchouli oil (Pogostemon cablin Benth) by portable NIR spectroscopy" LINK

"Carbohydrate Analysis by NIRS-Chemometrics" LINK

"Chemosensors, Vol. 7, Pages 29: The Electronic Nose Coupled with Chemometric Tools for Discriminating the Quality of Black Tea Samples InSitu" LINK

fruit sensor calibration for monitoring fruit development continuously in the orchard see poster at ecpa2019 LINK

New Journal of Spectral Imaging–JSI Paper: Adaptive hierarchical clustering for hyperspectral image classification: Umbrella Clustering | Remotesensing LINK

"Prediction of Dissolution of Sustained Release Coated Ciprofloxacin Beads Using Near-infrared Spectroscopy and Process Parameters: a Data Fusion Approach" LINK




Near Infrared

"The effect of particle aspect ratio on spatially and angularly resolved vis-NIR spectroscopy of suspensions" LINK

nIRCat, a near-infrared (1000-1300 nm) probe to image dopamine in the brain LINK

"交通渋滞場面での怒りの接近動機づけ (攻撃性) における加齢の影響: 近赤外線分光法 (NIRS)・心拍出量・唾液中コルチゾールを用いた検討 (ヒューマンコミュニケーション基礎)" LINK

"Desarrollar un modelo de predicción mediante Espectroscopia en Infrarrojo Cercano (NIRS) para la determinación de proteína cruda en subproductos de arroz (Oriza sativa)" LINK

Detection of intracranial hematomas in the emergency department using near infrared spectroscopy LINK

Coating excipients How to Measure Coating Thickness of Tablets: Method Comparison of Optical Coherence Tomography, Near-infrared Spectroscopy and Weight-, Height- and Diameter Gain LINK

"NIRS identification of black textiles: Improvements for waste textiles sorting" LINK

"Near-infrared spectroscopy for determining the oxidation stability of diesel, biodiesel and their mixtures" LINK

"Influence of surface roughness and surface moisture of plastics on sensor-based sorting in the near infrared range." LINK

"Present and future of portable/handheld near-infrared spectroscopy in chicken meat industry" LINK




Hyperspectral

"Remote Sensing, Vol. 11, Pages 1622: A Lightweight Hyperspectral Image Anomaly Detector for Real-Time Mission" LINK




Spectral Imaging

"Multispectral Imaging for Detection of Adulterants in Turmeric Powder" LINK




Facts

It's hype nowadays to play with all the fancy shiny new open source releases, but how long will a company let their technicians play with it? LINK




Equipment

"Investigations into the use of handheld near-infrared spectrometer and novel semi-automated data analysis for the determination of protein content in different cultivars of Panicum miliaceum L." LINK

"Extension of the Measurable Wavelength Range for a Near-Infrared Spectrometer Using a Plasmonic Au Grating on a Si Substrate" LINK




Process Control

"Integrated Robotic Mini Bioreactor Platform for Automated, Parallel Microbial Cultivation With Online Data Handling and Process Control" LINK




Agriculture

"Nutrients, Vol. 11, Pages 1476: Nutritional Properties and Consumers Acceptance of Provitamin A-Biofortified Amahewu Combined with Bambara (Vigna Subterranea) Flour" LINK

"Rapid detection of carbon-nitrogen ratio for anaerobic fermentation feedstocks using near-infrared spectroscopy combined with BiPLS and GSA" LINK




Forestry

"Soil C stocks in the sylvopastoral zone of Senegal as influences by trees" LINK




Medicinal

"Current methods for the assessment of skin microcirculation: Part 1" LINK




Other

"Kayseri Ekolojik Kosullarinda Farkli Ekim Zamanlarinin Nohut (Cicer arietinum L.) Bitkisinde verim, verim unsurlari ve kalite üzerine etkileri" LINK

"Seed composition of different Camelina sativa and Crambe abyssinica cultivars" LINK





CalibrationModel.com

Why NIR vendors should use ready-to-use dedicated NIR modeling software solution that works already. LINK

Spectroscopy and Chemometrics News Weekly 27, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Checking LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 27, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Messtechnik Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Labor Analyse LINK

Spettroscopia e Chemiometria Weekly News 27, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models LINK

This week's NIR news Weekly is sponsored by YourCompanyNameHere - BestNIRinstruments. Check out their product page ... link

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




Chemometrics

"Prediction of chemical content in patchouli oil (Pogostemon cablin Benth) by portable NIR spectroscopy" LINK

"Carbohydrate Analysis by NIRS-Chemometrics" LINK

"Chemosensors, Vol. 7, Pages 29: The Electronic Nose Coupled with Chemometric Tools for Discriminating the Quality of Black Tea Samples InSitu" LINK

fruit sensor calibration for monitoring fruit development continuously in the orchard see poster at ecpa2019 LINK

New Journal of Spectral Imaging–JSI Paper: Adaptive hierarchical clustering for hyperspectral image classification: Umbrella Clustering | Remotesensing LINK

"Prediction of Dissolution of Sustained Release Coated Ciprofloxacin Beads Using Near-infrared Spectroscopy and Process Parameters: a Data Fusion Approach" LINK




Near Infrared

"The effect of particle aspect ratio on spatially and angularly resolved vis-NIR spectroscopy of suspensions" LINK

nIRCat, a near-infrared (1000-1300 nm) probe to image dopamine in the brain LINK

"交通渋滞場面での怒りの接近動機づけ (攻撃性) における加齢の影響: 近赤外線分光法 (NIRS)・心拍出量・唾液中コルチゾールを用いた検討 (ヒューマンコミュニケーション基礎)" LINK

"Desarrollar un modelo de predicción mediante Espectroscopia en Infrarrojo Cercano (NIRS) para la determinación de proteína cruda en subproductos de arroz (Oriza sativa)" LINK

Detection of intracranial hematomas in the emergency department using near infrared spectroscopy LINK

Coating excipients How to Measure Coating Thickness of Tablets: Method Comparison of Optical Coherence Tomography, Near-infrared Spectroscopy and Weight-, Height- and Diameter Gain LINK

"NIRS identification of black textiles: Improvements for waste textiles sorting" LINK

"Near-infrared spectroscopy for determining the oxidation stability of diesel, biodiesel and their mixtures" LINK

"Influence of surface roughness and surface moisture of plastics on sensor-based sorting in the near infrared range." LINK

"Present and future of portable/handheld near-infrared spectroscopy in chicken meat industry" LINK




Hyperspectral

"Remote Sensing, Vol. 11, Pages 1622: A Lightweight Hyperspectral Image Anomaly Detector for Real-Time Mission" LINK




Spectral Imaging

"Multispectral Imaging for Detection of Adulterants in Turmeric Powder" LINK




Facts

It's hype nowadays to play with all the fancy shiny new open source releases, but how long will a company let their technicians play with it? LINK




Equipment

"Investigations into the use of handheld near-infrared spectrometer and novel semi-automated data analysis for the determination of protein content in different cultivars of Panicum miliaceum L." LINK

"Extension of the Measurable Wavelength Range for a Near-Infrared Spectrometer Using a Plasmonic Au Grating on a Si Substrate" LINK




Process Control

"Integrated Robotic Mini Bioreactor Platform for Automated, Parallel Microbial Cultivation With Online Data Handling and Process Control" LINK




Agriculture

"Nutrients, Vol. 11, Pages 1476: Nutritional Properties and Consumers Acceptance of Provitamin A-Biofortified Amahewu Combined with Bambara (Vigna Subterranea) Flour" LINK

"Rapid detection of carbon-nitrogen ratio for anaerobic fermentation feedstocks using near-infrared spectroscopy combined with BiPLS and GSA" LINK




Forestry

"Soil C stocks in the sylvopastoral zone of Senegal as influences by trees" LINK




Medicinal

"Current methods for the assessment of skin microcirculation: Part 1" LINK




Other

"Kayseri Ekolojik Kosullarinda Farkli Ekim Zamanlarinin Nohut (Cicer arietinum L.) Bitkisinde verim, verim unsurlari ve kalite üzerine etkileri" LINK

"Seed composition of different Camelina sativa and Crambe abyssinica cultivars" LINK





CalibrationModel.com

Why NIR vendors should use ready-to-use dedicated NIR modeling software solution that works already. LINK

Spectroscopy and Chemometrics News Weekly 27, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Checking LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 27, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Messtechnik Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Labor Analyse LINK

Spettroscopia e Chemiometria Weekly News 27, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models LINK

This week's NIR news Weekly is sponsored by YourCompanyNameHere - BestNIRinstruments. Check out their product page ... link

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




Chemometrics

"Prediction of chemical content in patchouli oil (Pogostemon cablin Benth) by portable NIR spectroscopy" LINK

"Carbohydrate Analysis by NIRS-Chemometrics" LINK

"Chemosensors, Vol. 7, Pages 29: The Electronic Nose Coupled with Chemometric Tools for Discriminating the Quality of Black Tea Samples InSitu" LINK

fruit sensor calibration for monitoring fruit development continuously in the orchard see poster at ecpa2019 LINK

New Journal of Spectral Imaging–JSI Paper: Adaptive hierarchical clustering for hyperspectral image classification: Umbrella Clustering | Remotesensing LINK

"Prediction of Dissolution of Sustained Release Coated Ciprofloxacin Beads Using Near-infrared Spectroscopy and Process Parameters: a Data Fusion Approach" LINK




Near Infrared

"The effect of particle aspect ratio on spatially and angularly resolved vis-NIR spectroscopy of suspensions" LINK

nIRCat, a near-infrared (1000-1300 nm) probe to image dopamine in the brain LINK

"交通渋滞場面での怒りの接近動機づけ (攻撃性) における加齢の影響: 近赤外線分光法 (NIRS)・心拍出量・唾液中コルチゾールを用いた検討 (ヒューマンコミュニケーション基礎)" LINK

"Desarrollar un modelo de predicción mediante Espectroscopia en Infrarrojo Cercano (NIRS) para la determinación de proteína cruda en subproductos de arroz (Oriza sativa)" LINK

Detection of intracranial hematomas in the emergency department using near infrared spectroscopy LINK

Coating excipients How to Measure Coating Thickness of Tablets: Method Comparison of Optical Coherence Tomography, Near-infrared Spectroscopy and Weight-, Height- and Diameter Gain LINK

"NIRS identification of black textiles: Improvements for waste textiles sorting" LINK

"Near-infrared spectroscopy for determining the oxidation stability of diesel, biodiesel and their mixtures" LINK

"Influence of surface roughness and surface moisture of plastics on sensor-based sorting in the near infrared range." LINK

"Present and future of portable/handheld near-infrared spectroscopy in chicken meat industry" LINK




Hyperspectral

"Remote Sensing, Vol. 11, Pages 1622: A Lightweight Hyperspectral Image Anomaly Detector for Real-Time Mission" LINK




Spectral Imaging

"Multispectral Imaging for Detection of Adulterants in Turmeric Powder" LINK




Facts

It's hype nowadays to play with all the fancy shiny new open source releases, but how long will a company let their technicians play with it? LINK




Equipment

"Investigations into the use of handheld near-infrared spectrometer and novel semi-automated data analysis for the determination of protein content in different cultivars of Panicum miliaceum L." LINK

"Extension of the Measurable Wavelength Range for a Near-Infrared Spectrometer Using a Plasmonic Au Grating on a Si Substrate" LINK




Process Control

"Integrated Robotic Mini Bioreactor Platform for Automated, Parallel Microbial Cultivation With Online Data Handling and Process Control" LINK




Agriculture

"Nutrients, Vol. 11, Pages 1476: Nutritional Properties and Consumers Acceptance of Provitamin A-Biofortified Amahewu Combined with Bambara (Vigna Subterranea) Flour" LINK

"Rapid detection of carbon-nitrogen ratio for anaerobic fermentation feedstocks using near-infrared spectroscopy combined with BiPLS and GSA" LINK




Forestry

"Soil C stocks in the sylvopastoral zone of Senegal as influences by trees" LINK




Medicinal

"Current methods for the assessment of skin microcirculation: Part 1" LINK




Other

"Kayseri Ekolojik Kosullarinda Farkli Ekim Zamanlarinin Nohut (Cicer arietinum L.) Bitkisinde verim, verim unsurlari ve kalite üzerine etkileri" LINK

"Seed composition of different Camelina sativa and Crambe abyssinica cultivars" LINK





Spectroscopy and Chemometrics News Weekly #27, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #27, 2019Spettroscopia e Chemiometria Weekly News #27, 2019

CalibrationModel.com

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 26, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spectroscopy and Chemometrics News Weekly 26, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Checking LINK

Spettroscopia e Chemiometria Weekly News 26, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem predictionmodels LINK

This week's NIR news Weekly is sponsored by YourCompanyNameHere - BestNIRinstruments. Check out their product page ... link

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




Chemometrics

"Non-destructive Classification for Maturity of Pomelo CV. Tubtim Siam" Brix LINK

"Authentication of "Avola Almonds" by Near Infrared (NIR) Spectroscopy and chemometrics" LINK

"Feature selection based convolutional neural network pruning and its application in calibration modeling for NIR spectroscopy" LINK

" Geographical origin traceability of Cabernet Sauvignon wines based on Infrared fingerprint technology combined with chemometrics" LINK




Near Infrared

"Compositional Analysis of Cement Raw Meal by Near-Infrared (NIR) Spectroscopy" LINK

A joint project by researchers from and IMB_CNM will explore the possibility of developing silicon sensors for near-infrared light detection with single photon resolution funded by the LINK

"Molecular (Raman, NIR, and FTIR) spectroscopy and multivariate analysis in consumable products analysis" LINK

"Influences of Detection Position and Double Detection Regions on Determining Soluble Solids Content (SSC) for Apples Using On-line Visible/Near-Infrared (Vis/NIR) …" LINK

"Non-destructive determination of strawberry fruit and juice quality parameters using ultraviolet, visible, and near infrared spectroscopy" LINK

"Determination of API Gravity and Total and Basic Nitrogen Content by Mid-and Near-Infrared Spectroscopy in Crude Oil with Multivariate Regression and Variable Selection" LINK

"Selecting Near-infrared Hyperspectral Wavelengths Based on One-way ANOVA to Identify the Origin of Lycium Barbarum" LINK

"Rapid and Nondestructive Measurement of Rice Seed Vitality of Different Years Using Near-Infrared Hyperspectral Imaging." LINK

"Rapid estimation of soil heavy metal nickel content based on optimized screening of near-infrared spectral bands" LINK

"Distinguishing watermelon maturity based on acoustic characteristics and near infrared spectroscopy fusion technology" LINK

"Development of a methodology to analyze leaves from Prunus dulcis varieties using near infrared spectroscopy" LINK

"Rapid fingerprinting technology of heavy oil spill by Mid-infrared spectroscopy" LINK

"Evaluation of high alcohol concentration using a 1.7-µm band near-infrared spectroscopy system using multi-mode optical fibers" LINK




Raman

"Journal Highlight: Raman Open Database: first interconnected RamanXray diffraction openaccess resource for material identification" LINK




Equipment

"Water as a probe for serum-based diagnosis by temperature-dependent near-infrared spectroscopy" LINK




Process Control

"Detecting special-cause variation 'events' from process data signatures" LINK




Environment

"Soil macrofauna and leaf functional traits drive the decomposition of secondary metabolites in leaf litter" LINK




Agriculture

"Plants, Vol. 8, Pages 205: Comparison of Sugar Profile between Leaves and Fruits of Blueberry and Strawberry Cultivars Grown in Organic and Integrated Production System" LINK

"Sensors, Vol. 19, Pages 2934: Combining Fourier Transform Mid-Infrared Spectroscopy with Chemometric Methods to Detect Adulterations in Milk Powder" LINK

"Utilising near-infrared hyperspectral imaging to detect low-level peanut powder contamination of whole wheat flour" LINK




Chemical

"All Donor Electrochromic Polymers Tunable across the Visible Spectrum via Random Copolymerization" LINK




Other

"Effet du moment d'acquisition des spectres proche infrarouge sur la qualité de prédiction du taux de lipides et du taux de fonte du foie gras chez le canard" LINK

"Investigation of the prevalence and characterisation of infection by Kudoa thyrsites and K. paniformis in South African marine fish species" LINK





CalibrationModel.com

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 26, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spectroscopy and Chemometrics News Weekly 26, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Checking LINK

Spettroscopia e Chemiometria Weekly News 26, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem predictionmodels LINK

This week's NIR news Weekly is sponsored by YourCompanyNameHere - BestNIRinstruments. Check out their product page ... link

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




Chemometrics

"Non-destructive Classification for Maturity of Pomelo CV. Tubtim Siam" Brix LINK

"Authentication of "Avola Almonds" by Near Infrared (NIR) Spectroscopy and chemometrics" LINK

"Feature selection based convolutional neural network pruning and its application in calibration modeling for NIR spectroscopy" LINK

" Geographical origin traceability of Cabernet Sauvignon wines based on Infrared fingerprint technology combined with chemometrics" LINK




Near Infrared

"Compositional Analysis of Cement Raw Meal by Near-Infrared (NIR) Spectroscopy" LINK

A joint project by researchers from and IMB_CNM will explore the possibility of developing silicon sensors for near-infrared light detection with single photon resolution funded by the LINK

"Molecular (Raman, NIR, and FTIR) spectroscopy and multivariate analysis in consumable products analysis" LINK

"Influences of Detection Position and Double Detection Regions on Determining Soluble Solids Content (SSC) for Apples Using On-line Visible/Near-Infrared (Vis/NIR) …" LINK

"Non-destructive determination of strawberry fruit and juice quality parameters using ultraviolet, visible, and near infrared spectroscopy" LINK

"Determination of API Gravity and Total and Basic Nitrogen Content by Mid-and Near-Infrared Spectroscopy in Crude Oil with Multivariate Regression and Variable Selection" LINK

"Selecting Near-infrared Hyperspectral Wavelengths Based on One-way ANOVA to Identify the Origin of Lycium Barbarum" LINK

"Rapid and Nondestructive Measurement of Rice Seed Vitality of Different Years Using Near-Infrared Hyperspectral Imaging." LINK

"Rapid estimation of soil heavy metal nickel content based on optimized screening of near-infrared spectral bands" LINK

"Distinguishing watermelon maturity based on acoustic characteristics and near infrared spectroscopy fusion technology" LINK

"Development of a methodology to analyze leaves from Prunus dulcis varieties using near infrared spectroscopy" LINK

"Rapid fingerprinting technology of heavy oil spill by Mid-infrared spectroscopy" LINK

"Evaluation of high alcohol concentration using a 1.7-µm band near-infrared spectroscopy system using multi-mode optical fibers" LINK




Raman

"Journal Highlight: Raman Open Database: first interconnected RamanXray diffraction openaccess resource for material identification" LINK




Equipment

"Water as a probe for serum-based diagnosis by temperature-dependent near-infrared spectroscopy" LINK




Process Control

"Detecting special-cause variation 'events' from process data signatures" LINK




Environment

"Soil macrofauna and leaf functional traits drive the decomposition of secondary metabolites in leaf litter" LINK




Agriculture

"Plants, Vol. 8, Pages 205: Comparison of Sugar Profile between Leaves and Fruits of Blueberry and Strawberry Cultivars Grown in Organic and Integrated Production System" LINK

"Sensors, Vol. 19, Pages 2934: Combining Fourier Transform Mid-Infrared Spectroscopy with Chemometric Methods to Detect Adulterations in Milk Powder" LINK

"Utilising near-infrared hyperspectral imaging to detect low-level peanut powder contamination of whole wheat flour" LINK




Chemical

"All Donor Electrochromic Polymers Tunable across the Visible Spectrum via Random Copolymerization" LINK




Other

"Effet du moment d'acquisition des spectres proche infrarouge sur la qualité de prédiction du taux de lipides et du taux de fonte du foie gras chez le canard" LINK

"Investigation of the prevalence and characterisation of infection by Kudoa thyrsites and K. paniformis in South African marine fish species" LINK





CalibrationModel.com

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 26, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spectroscopy and Chemometrics News Weekly 26, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Checking LINK

Spettroscopia e Chemiometria Weekly News 26, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem predictionmodels LINK

This week's NIR news Weekly is sponsored by YourCompanyNameHere - BestNIRinstruments. Check out their product page ... link

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




Chemometrics

"Non-destructive Classification for Maturity of Pomelo CV. Tubtim Siam" Brix LINK

"Authentication of "Avola Almonds" by Near Infrared (NIR) Spectroscopy and chemometrics" LINK

"Feature selection based convolutional neural network pruning and its application in calibration modeling for NIR spectroscopy" LINK

" Geographical origin traceability of Cabernet Sauvignon wines based on Infrared fingerprint technology combined with chemometrics" LINK




Near Infrared

"Compositional Analysis of Cement Raw Meal by Near-Infrared (NIR) Spectroscopy" LINK

A joint project by researchers from and IMB_CNM will explore the possibility of developing silicon sensors for near-infrared light detection with single photon resolution funded by the LINK

"Molecular (Raman, NIR, and FTIR) spectroscopy and multivariate analysis in consumable products analysis" LINK

"Influences of Detection Position and Double Detection Regions on Determining Soluble Solids Content (SSC) for Apples Using On-line Visible/Near-Infrared (Vis/NIR) …" LINK

"Non-destructive determination of strawberry fruit and juice quality parameters using ultraviolet, visible, and near infrared spectroscopy" LINK

"Determination of API Gravity and Total and Basic Nitrogen Content by Mid-and Near-Infrared Spectroscopy in Crude Oil with Multivariate Regression and Variable Selection" LINK

"Selecting Near-infrared Hyperspectral Wavelengths Based on One-way ANOVA to Identify the Origin of Lycium Barbarum" LINK

"Rapid and Nondestructive Measurement of Rice Seed Vitality of Different Years Using Near-Infrared Hyperspectral Imaging." LINK

"Rapid estimation of soil heavy metal nickel content based on optimized screening of near-infrared spectral bands" LINK

"Distinguishing watermelon maturity based on acoustic characteristics and near infrared spectroscopy fusion technology" LINK

"Development of a methodology to analyze leaves from Prunus dulcis varieties using near infrared spectroscopy" LINK

"Rapid fingerprinting technology of heavy oil spill by Mid-infrared spectroscopy" LINK

"Evaluation of high alcohol concentration using a 1.7-µm band near-infrared spectroscopy system using multi-mode optical fibers" LINK




Raman

"Journal Highlight: Raman Open Database: first interconnected RamanXray diffraction openaccess resource for material identification" LINK




Equipment

"Water as a probe for serum-based diagnosis by temperature-dependent near-infrared spectroscopy" LINK




Process Control

"Detecting special-cause variation 'events' from process data signatures" LINK




Environment

"Soil macrofauna and leaf functional traits drive the decomposition of secondary metabolites in leaf litter" LINK




Agriculture

"Plants, Vol. 8, Pages 205: Comparison of Sugar Profile between Leaves and Fruits of Blueberry and Strawberry Cultivars Grown in Organic and Integrated Production System" LINK

"Sensors, Vol. 19, Pages 2934: Combining Fourier Transform Mid-Infrared Spectroscopy with Chemometric Methods to Detect Adulterations in Milk Powder" LINK

"Utilising near-infrared hyperspectral imaging to detect low-level peanut powder contamination of whole wheat flour" LINK




Chemical

"All Donor Electrochromic Polymers Tunable across the Visible Spectrum via Random Copolymerization" LINK




Other

"Effet du moment d'acquisition des spectres proche infrarouge sur la qualité de prédiction du taux de lipides et du taux de fonte du foie gras chez le canard" LINK

"Investigation of the prevalence and characterisation of infection by Kudoa thyrsites and K. paniformis in South African marine fish species" LINK





NIR Method Development Service for Labs and NIR-Vendors (OEM)

CalibrationModel.com ia a perfect match for
    – NIR Vendors    , selling NIR            , with limited capacity for NIR method development
    – Labs                , using NIR            , with limited capacity for NIR method development
    – small Labs       , starting with NIR , with no or less Chemometric knowledge


The Triple to success : faster better analytics
    LAB Reference Analytics + NIR Spectroscopy + ChemoMetrics
    LAB + NIR + CM
    => use CM as a Service : CalibrationModel



NIR Method Development : Before / After
    Before
    – The need of a chemometric software ($$)
    – The need of expert training courses (time,$$)
    – The need of manual expert work (time,$$$)
    with CalibrationModel
    – The freedom without a chemometric software
    – The freedom without being an expert
    – The freedom of using a Service ($)
    => work smart, not hard

See Cost Comparision


Workflow:
    Cloud Service
        DATA -> CalibrationModel -> CALIB
                    fix cost, pay per CALIB development and usage

    Local Usage (no internet connection)
        DATA -> CALIB + Predictor -> RESULT
                                included, no extra cost

    DATA = exported Spectra and (Lab-)reference values as JCAMP-DX or other data formats
    CALIB = single quantitative property


Sending DATA
    DATA is sent by email, 2-3 days later, receive email with link to
      WebShop to purchase CALIB with PayPal/CreditCard
    DATA is deleted after processing (Terms of Service TOS)
    optional: JCAMP
Anonymizer (removes sensitive information) before sending DATA


As Middleman you can hide/cover the Service (white-label)
    Customer <=============> CalibrationModel
                             or
    Customer <==>
Middleman <==> CalibrationModel
                         NIR Company
                         NIR Sales, Consultancy


Riskless Predictor OEM integration (white label) (in NIR-Vendors Instrument Software)
    Predictor as a hidden second engine (second Heart)
    Windows .NET, easy programming interface (API)


Ownership
    
DATA owner -> CALIB owner ==> use as your Pre-CALIB
    CALIB is licensed to owner and so copy protected
    The owner can Re-License a CALIB to others
    owner can re-sell CALIBs in its own WebShop with own prices


Re-Calibration
    DATA + DATA -> CALIB    same easy workflow as    DATA -> CALIB
    optimize from scratch, benefit from complete optimization possibilities


learn more

NIR-Predictor Software
Contact us for predictor integration



 

NIR-PredictorNIR-PrädiktorNIR-Predittore

New: NIR-Predictor V2.6 with new features

The new Version of the free NIR-Predictor
supports GRAMS .SPC, CSV, JCAMP and multiple native file formats
of miniature, mobile and desktop spectrometers
get your spectra analyced as easy as Drag’n’Drop.

Spectra Plots and Histograms on the Prediction Report
  • NIR-Predictor is an easy to use NIR software for all NIR devices
    to produce quantitative results out of NIR data.

  • CalibrationModel Service provides development of
    customized calibrations out of NIR and Lab data.

  • It allows to use NIR with your own customized
    models without the need of Chemometric Software!

  • We do the Machine Leraning for your NIR-Spectrometer
    and with the free NIR-Predictor you are
    able to analyze new measured samples.

  • For NIR-Vendors we also offer the
    Software Development Kit (SDK) for OEM Predictor use
    via the Application Programming Interface (API).
    Think of a sencod predictor engine,
    as a second heart in your system.



Download

Key Features of NIR-Predictor

  • Super flexible prediction with automatic file format detection
  • Support for many mobile and desktop NIR Spectrometers file format
  • Application concept allows to group multiple Calibrations together for an Application
  • Prediction Report shows Histogram Charts of the tabulated prediction results
  • Sample based Properties File Creator for combining NIR and Lab reference data
  • Checked creation of a single file Calibration Request

Super flexible prediction

Loads multiple files at once in

  • different file-formats and …
  • different wave-ranges and wave-resolutions and …
  • predicts each spectrum with all compatible calibrations and …
  • merges the results in a report and …
  • saves the report as HTML.

It allows you to

  • comparing measurements
  • compare different calibrations
  • compare different spectrometers,
    carry out your own round-robin amongst the vendors’ instruments.
  • compare different spectra file formats

With no configuration and no special menu command,
just drag & drop your data files.

Videos


Properties File Creator

A tool for the NIR-User to create the property file easily. It helps to create a CSV file from the measured spectra files with sample names and properties to edit in Spreadsheet/EXCEL software. Lets you enter Lab-Reference-Values in a sample-based manner, corresponding to your sample spectra for calibration. It contains clever automatic analysis mechanisms of inconsistencies in your raw-data to increase the data quality for calibration. Provides detailed analyzer information for manual data cleanup when needed.

It’s time saving and less error prone because you DON’T need to open each spectrum file separately in an editor and copy the spectral values into a table grid beside the Lab-values.

Properties File Creator saves you from:

  • manually error prone and boring tasks
  • importing multiple data files and combining it’s content manually into a single data file to append the lab reference values (aka properties)
  • programming and writing scripts to transform the data into the shape needed
  • no trouble with data handling of
    • Wavelength / Wavenumber information (x-axis)
    • Absorbance / Reflectance labeling (y-axis)
    • checking compatibility of the raw data before merging
    • Averaging Spectral Intensities of a Sample
    • coping, flipping and transposing rows and colums to get the X-Block and Y-Block data sets ready for calibration modeling
    • limited and error prone table grid functionality

Because it’s all automatic and you can check the results and get the analysis information!

Properties File Creator provides you - a individual template based on your raw-data for combining NIR and Lab-values - analysis and checks for better data quality for calibration

Top 8 Reasons why you should use
Automated NIR Calibration Service

  • No subjective model selection
  • No variation in results and interpretation
  • No overfitting model
  • Better accuracy
  • Better precision
  • Time saving!
  • No software cost (no need for Chemometric software and training)
  • One free prediction software for all your NIR systems

Reduce Total Cost of Ownership (TCO) of your NIR

To be ahead of competitors
  • by not owning a chemometric software
  • by not struggling days with these complicated software
  • by not deep dive into chemometrics theory
It takes significant know-how and continous investment to develop calibrations
  • You need to have the relevant skill sets in your organization.
  • That means salaries (the biggest expense in most organizations)
To get most out of it, start now!
  • use the free NIR-Predictor together with your NIR-Instrument software
  • as an NIR-Vendor, integrate the free NIR-Predictor OEM into your NIR-Instrument software
  • don’t delay time-to-market
Read more about NIR Total cost of ownership (TCO)

Download


About the included Demo-Spectra and Demo-Calibrations

The demo calibrations for the spectrometers from

  • Si-Ware Systems
  • Spectral Engines
  • Texas Instruments
  • VIAVI

are built with the raw data, thankfully provided from Prof. Heinz W Siesler, from this publication

“Hand-held near-infrared spectrometers:
State-of-the-art instrumentation and practical applications”
Hui Yan, Heinz W Siesler
First Published August 20, 2018 Research Article
https://doi.org/10.1177/0960336018796391

The demo calibrations for the FOSS are built with the

ANSIG Kaji Competition 2014 shootout data
http://www.anisg.com.au/the-kaji-competition


References

Quickstart: NIR-Predictor - Manual

Features and Version History: NIR-Predictor - Release Notes History

Supported NIR Spectra Formats: NIR-Predictor supported Spectral Data File Formats

Frequently Asked Questions: NIR-Predictor - FAQ

WebShop : CalibrationModel WebShop

New: NIR-Predictor V2.6 with new features

The new Version of the free NIR-Predictor
supports GRAMS .SPC, CSV, JCAMP and multiple native file formats
of miniature, mobile and desktop spectrometers
get your spectra analyced as easy as Drag’n’Drop.

Spectra Plots and Histograms on the Prediction Report
  • NIR-Predictor is an easy to use NIR software for all NIR devices
    to produce quantitative results out of NIR data.

  • CalibrationModel Service provides development of
    customized calibrations out of NIR and Lab data.

  • It allows to use NIR with your own customized
    models without the need of Chemometric Software!

  • We do the Machine Leraning for your NIR-Spectrometer
    and with the free NIR-Predictor you are
    able to analyze new measured samples.

  • For NIR-Vendors we also offer the
    Software Development Kit (SDK) for OEM Predictor use
    via the Application Programming Interface (API).
    Think of a sencod predictor engine,
    as a second heart in your system.



Download

Key Features of NIR-Predictor

  • Super flexible prediction with automatic file format detection
  • Support for many mobile and desktop NIR Spectrometers file format
  • Application concept allows to group multiple Calibrations together for an Application
  • Prediction Report shows Histogram Charts of the tabulated prediction results
  • Sample based Properties File Creator for combining NIR and Lab reference data
  • Checked creation of a single file Calibration Request

Super flexible prediction

Loads multiple files at once in

  • different file-formats and …
  • different wave-ranges and wave-resolutions and …
  • predicts each spectrum with all compatible calibrations and …
  • merges the results in a report and …
  • saves the report as HTML.

It allows you to

  • comparing measurements
  • compare different calibrations
  • compare different spectrometers,
    carry out your own round-robin amongst the vendors’ instruments.
  • compare different spectra file formats

With no configuration and no special menu command,
just drag & drop your data files.

Videos


Properties File Creator

A tool for the NIR-User to create the property file easily. It helps to create a CSV file from the measured spectra files with sample names and properties to edit in Spreadsheet/EXCEL software. Lets you enter Lab-Reference-Values in a sample-based manner, corresponding to your sample spectra for calibration. It contains clever automatic analysis mechanisms of inconsistencies in your raw-data to increase the data quality for calibration. Provides detailed analyzer information for manual data cleanup when needed.

It’s time saving and less error prone because you DON’T need to open each spectrum file separately in an editor and copy the spectral values into a table grid beside the Lab-values.

Properties File Creator saves you from:

  • manually error prone and boring tasks
  • importing multiple data files and combining it’s content manually into a single data file to append the lab reference values (aka properties)
  • programming and writing scripts to transform the data into the shape needed
  • no trouble with data handling of
    • Wavelength / Wavenumber information (x-axis)
    • Absorbance / Reflectance labeling (y-axis)
    • checking compatibility of the raw data before merging
    • Averaging Spectral Intensities of a Sample
    • coping, flipping and transposing rows and colums to get the X-Block and Y-Block data sets ready for calibration modeling
    • limited and error prone table grid functionality

Because it’s all automatic and you can check the results and get the analysis information!

Properties File Creator provides you - a individual template based on your raw-data for combining NIR and Lab-values - analysis and checks for better data quality for calibration

Top 8 Reasons why you should use
Automated NIR Calibration Service

  • No subjective model selection
  • No variation in results and interpretation
  • No overfitting model
  • Better accuracy
  • Better precision
  • Time saving!
  • No software cost (no need for Chemometric software and training)
  • One free prediction software for all your NIR systems

Reduce Total Cost of Ownership (TCO) of your NIR

To be ahead of competitors
  • by not owning a chemometric software
  • by not struggling days with these complicated software
  • by not deep dive into chemometrics theory
It takes significant know-how and continous investment to develop calibrations
  • You need to have the relevant skill sets in your organization.
  • That means salaries (the biggest expense in most organizations)
To get most out of it, start now!
  • use the free NIR-Predictor together with your NIR-Instrument software
  • as an NIR-Vendor, integrate the free NIR-Predictor OEM into your NIR-Instrument software
  • don’t delay time-to-market
Read more about NIR Total cost of ownership (TCO)

Download


About the included Demo-Spectra and Demo-Calibrations

The demo calibrations for the spectrometers from

  • Si-Ware Systems
  • Spectral Engines
  • Texas Instruments
  • VIAVI

are built with the raw data, thankfully provided from Prof. Heinz W Siesler, from this publication

“Hand-held near-infrared spectrometers:
State-of-the-art instrumentation and practical applications”
Hui Yan, Heinz W Siesler
First Published August 20, 2018 Research Article
https://doi.org/10.1177/0960336018796391

The demo calibrations for the FOSS are built with the

ANSIG Kaji Competition 2014 shootout data
http://www.anisg.com.au/the-kaji-competition


References

Quickstart: NIR-Predictor - Manual

Features and Version History: NIR-Predictor - Release Notes History

Supported NIR Spectra Formats: NIR-Predictor supported Spectral Data File Formats

Frequently Asked Questions: NIR-Predictor - FAQ

WebShop : CalibrationModel WebShop

New: NIR-Predictor V2.6 with new features

The new Version of the free NIR-Predictor
supports GRAMS .SPC, CSV, JCAMP and multiple native file formats
of miniature, mobile and desktop spectrometers
get your spectra analyced as easy as Drag’n’Drop.

Spectra Plots and Histograms on the Prediction Report
  • NIR-Predictor is an easy to use NIR software for all NIR devices
    to produce quantitative results out of NIR data.

  • CalibrationModel Service provides development of
    customized calibrations out of NIR and Lab data.

  • It allows to use NIR with your own customized
    models without the need of Chemometric Software!

  • We do the Machine Leraning for your NIR-Spectrometer
    and with the free NIR-Predictor you are
    able to analyze new measured samples.

  • For NIR-Vendors we also offer the
    Software Development Kit (SDK) for OEM Predictor use
    via the Application Programming Interface (API).
    Think of a sencod predictor engine,
    as a second heart in your system.



Download

Key Features of NIR-Predictor

  • Super flexible prediction with automatic file format detection
  • Support for many mobile and desktop NIR Spectrometers file format
  • Application concept allows to group multiple Calibrations together for an Application
  • Prediction Report shows Histogram Charts of the tabulated prediction results
  • Sample based Properties File Creator for combining NIR and Lab reference data
  • Checked creation of a single file Calibration Request

Super flexible prediction

Loads multiple files at once in

  • different file-formats and …
  • different wave-ranges and wave-resolutions and …
  • predicts each spectrum with all compatible calibrations and …
  • merges the results in a report and …
  • saves the report as HTML.

It allows you to

  • comparing measurements
  • compare different calibrations
  • compare different spectrometers,
    carry out your own round-robin amongst the vendors’ instruments.
  • compare different spectra file formats

With no configuration and no special menu command,
just drag & drop your data files.

Videos


Properties File Creator

A tool for the NIR-User to create the property file easily. It helps to create a CSV file from the measured spectra files with sample names and properties to edit in Spreadsheet/EXCEL software. Lets you enter Lab-Reference-Values in a sample-based manner, corresponding to your sample spectra for calibration. It contains clever automatic analysis mechanisms of inconsistencies in your raw-data to increase the data quality for calibration. Provides detailed analyzer information for manual data cleanup when needed.

It’s time saving and less error prone because you DON’T need to open each spectrum file separately in an editor and copy the spectral values into a table grid beside the Lab-values.

Properties File Creator saves you from:

  • manually error prone and boring tasks
  • importing multiple data files and combining it’s content manually into a single data file to append the lab reference values (aka properties)
  • programming and writing scripts to transform the data into the shape needed
  • no trouble with data handling of
    • Wavelength / Wavenumber information (x-axis)
    • Absorbance / Reflectance labeling (y-axis)
    • checking compatibility of the raw data before merging
    • Averaging Spectral Intensities of a Sample
    • coping, flipping and transposing rows and colums to get the X-Block and Y-Block data sets ready for calibration modeling
    • limited and error prone table grid functionality

Because it’s all automatic and you can check the results and get the analysis information!

Properties File Creator provides you - a individual template based on your raw-data for combining NIR and Lab-values - analysis and checks for better data quality for calibration

Top 8 Reasons why you should use
Automated NIR Calibration Service

  • No subjective model selection
  • No variation in results and interpretation
  • No overfitting model
  • Better accuracy
  • Better precision
  • Time saving!
  • No software cost (no need for Chemometric software and training)
  • One free prediction software for all your NIR systems

Reduce Total Cost of Ownership (TCO) of your NIR

To be ahead of competitors
  • by not owning a chemometric software
  • by not struggling days with these complicated software
  • by not deep dive into chemometrics theory
It takes significant know-how and continous investment to develop calibrations
  • You need to have the relevant skill sets in your organization.
  • That means salaries (the biggest expense in most organizations)
To get most out of it, start now!
  • use the free NIR-Predictor together with your NIR-Instrument software
  • as an NIR-Vendor, integrate the free NIR-Predictor OEM into your NIR-Instrument software
  • don’t delay time-to-market
Read more about NIR Total cost of ownership (TCO)

Download


About the included Demo-Spectra and Demo-Calibrations

The demo calibrations for the spectrometers from

  • Si-Ware Systems
  • Spectral Engines
  • Texas Instruments
  • VIAVI

are built with the raw data, thankfully provided from Prof. Heinz W Siesler, from this publication

“Hand-held near-infrared spectrometers:
State-of-the-art instrumentation and practical applications”
Hui Yan, Heinz W Siesler
First Published August 20, 2018 Research Article
https://doi.org/10.1177/0960336018796391

The demo calibrations for the FOSS are built with the

ANSIG Kaji Competition 2014 shootout data
http://www.anisg.com.au/the-kaji-competition


References

Quickstart: NIR-Predictor - Manual

Features and Version History: NIR-Predictor - Release Notes History

Supported NIR Spectra Formats: NIR-Predictor supported Spectral Data File Formats

Frequently Asked Questions: NIR-Predictor - FAQ

WebShop : CalibrationModel WebShop