1. Create Property File template
2. enter Lab reference values : assign Lab values to NIR spectra
3. create Calibration Request file
Read Manual
Five Mistakes to avoid on Digitalization in NIR-Spectroscopy – that Lab Managers, Executives and CEOs must know!
The fast and non-destructive NIR-Spectroscopy analysis method is based on predictive models that are built upon spectral and Lab reference data.
Developing such models with Chemometric techniques or Machine Learning Algorithms can now be fully automatized with many advantages.
If your company uses NIR-Spectroscopy, do you know if your company yet tried this calibration service? And if not, why not?
Here are some possible reasons why such services are blocked in your company.
With the knowledge where and why it may be blocked, you are able to overcome the barriers and go for innovation.
Misbeliefs of People that may block Advanced Services (AI and Automatic Machine Learning)
| Misbeliefs | People | Remove barriers | |
| 1 | You need to program or scripting with data modeling tools (R, Phyton, TensorFlow, Matlab, sas, SPSS, H2O, scikit, …..) | The opinion that only PhD (statisticians, data scientists) are smart enough to create models. | Give the service a try, and compare! There are free trials for calibration development. |
| 2 | We have done it always manually by hand. We must see the plots and interpret the stats in every step. Job protectionism : “My job will dramatically change if that will work, so I will never prepare real-life data to give someone a possibility to try such a service.” | AI / ML haters (NIR-Specialists, NIR-Experts) don’t belive in automated calibration. | Give the service a try, and compare! You will see plots and stats! There are free trials for calibration development. |
| 3 | Against any new hardware, software or service because of supposed new problems. | Preserving ones – the permission gate keepers (IT) | Give it a try, without an account, download the free NIR-Predictor software (full version, no limitations) with included demo data, it installs and runs without Administrator priviledge! |
| 4 | Ensures that new methodologies follow the rules. Any new thing will give extra work for them. | Compliance and Regulation officers. | Get access to the detailed model blueprint (ISO 12099) – there is no vendor lock-in or black-box model. You can even anonymize your data for Knowledge Protection – see JCAMP-Anonymizer. |
| 5 | Our employees are open for new things. Our employees do not block. | Managers, executives, board level. | Remove the Barriers to Innovation! |
Fünf Fehler, die es bei der Digitalisierung in der NIR-Spektroskopie zu vermeiden gilt - das müssen Labormanager, Führungskräfte und CEOs, wissen!
Die schnelle und zerstörungsfreie Analysemethode der NIR-Spektroskopie basiert auf prädiktiven Modellen, die auf Spektral- und Laborreferenzdaten basieren.
Die Entwicklung solcher Modelle mit chemometrischen Techniken oder Machine Learning Algorithmen kann nun mit vielen Vorteilen voll automatisiert werden.
Wenn Ihr Unternehmen NIR-Spektroskopie einsetzt, wissen Sie ob Ihr Unternehmen bereits diesen Kalibrierdienst in Anspruch genommen hat? Und wenn nicht, warum nicht?
Hier sind einige mögliche Gründe, warum solche Dienste in Unternehmen blockiert werden.
Mit dem Wissen, wo und warum es blockiert werden kann, sind Sie in der Lage, die Barrieren zu überwinden und Innovationen voranzutreiben.
Irrtümer von Personen, die Advanced Services blockieren könnten (KI und Automatic Machine Learning)
| Irrtümer | Personen | Barrieren beseitigen | |
| 1 | Man muss mit Datenmodellierungswerkzeugen programmieren oder skripten (R, Phyton, TensorFlow, Matlab, sas, SPSS, H2O, scikit,.......). | Die Meinung dass nur Studierte (Statistiker, Data Scientists) klug genug sind, um Modelle zu erstellen. | Probiere den Service aus und vergleiche! Es gibt kostenlose Tests für die Kalibrationsentwicklung. |
| 2 | Wir haben es immer manuell von Hand gemacht. Wir müssen die Diagramme sehen und die Statistiken in jedem Schritt interpretieren. Arbeitsplatzprotektionismus. "Mein Job wird sich dramatisch ändern, wenn das funktioniert, also werde ich niemals reale Daten vorbereiten, um jemandem die Möglichkeit zu geben, einen solchen Service auszuprobieren." | KI / ML-Hasser (NIR-Spezialisten, NIR-Experten) glauben nicht an eine automatisierte Kalibrierung. | Probiere den Service aus und vergleichen! Du wirst Diagramme und Statistiken sehen! Es gibt kostenlose Tests für die Kalibrationsentwicklung. |
| 3 | Gegen jede neue Hardware, Software oder Dienstleistung wegen angeblich neuer Probleme. | Bewahrer - die Berechtigungstorwärter (IT) | Probiere es aus, ohne Account, lade die kostenlose NIR-Predictor Software (Vollversion, ohne Einschränkungen) mit enthaltenen Demo-Daten herunter, sie installiert und läuft ohne Administratorrechte! |
| 4 | Stellt sicher, dass neue Methoden den Regeln folgen. Jede neue Sache wird ihnen zusätzliche Arbeit geben. | Compliance- und Regulierungsbeauftragte | Sie können Zugang zum detaillierten Modellplan (ISO 12099) erhalten - es gibt kein Vendor Lock-in- oder Black-Box-Modell. Sie können Ihre Daten sogar für den Wissensschutz anonymisieren - siehe JCAMP-Anonymizer. |
| 5 | Unsere Mitarbeiter sind offen für Neues. Unsere Mitarbeiter blockieren nicht. | Manager, Führungskräfte, Vorstandsebene | Beseitigen Sie die Innovationsbarrieren! |
Spectroscopy and Chemometrics News Weekly #49, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #49, 2019Spettroscopia e Chemiometria Weekly News #49, 2019
CalibrationModel.com
Spectroscopy and Chemometrics News Weekly 48, 2019 | NIRS NIR Spectroscopy machinelearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Check LINKSpektroskopie und Chemometrie Neuigkeiten Wöchentlich 48 2019 | NIRS NIR Spektroskopie MachineLearning Spektrometer SmartSensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Qualitätslabor LINK
Spettroscopia e Chemiometria Weekly News 48, 2019 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem datascience prediction LINK
This week's NIR news Weekly is sponsored by Your-Company-Name-Here - NIR-spectrometers. Check out their product page ... link
Get the Chemometrics and Spectroscopy News in real time on Twitter @ CalibModel and follow us.
Near Infrared (NIR)
"Development of near infrared reflectance spectroscopy (NIRS) calibration model to estimate the forage quality of shrub species" LINK"Estimation and classification of popping expansion capacity in popcorn breeding programs using NIR spectroscopy" LINK
"Authentication of liquid egg composition using ATR-FTIR and NIR spectroscopy in combination with PCA" LINK
"Non-Destructive Method for Predicting Sapodilla Fruit Quality Using Near Infrared Spectroscopy" LINK
"Discrimination of white teas produced from fresh leaves with different maturity by near-infrared spectroscopy" LINK
"AI and InfraRed Spectroscopy to Accelerate Malaria Control" LINK
"Near infrared spectroscopic data for rapid and simultaneous prediction of quality attributes in intact mango fruits." LINK
"Reflectance Properties of Brown Mass Dyed Poly (ethylene terephthalate) Filament Yarns in the Visible-near Infrared Region" LINK
" The contribution of Visible Near Infrared Reflectance spectroscopy to colour determination: the case of the experimental ceramic briquettes" | Mineralogy, Petrology, Economic GeologyLINK
"Non-destructive measurement of soluble solids content of three melon cultivars using portable visible/near infrared spectroscopy" LINK
" Predicting plant available phosphorus using infrared spectroscopy with consideration for future mobile sensing applications in precision farming" LINK
"Molecules, Vol. 24, Pages 3900: Antioxidant Activity of Blueberry (Vaccinium spp.) Cultivar Leaves: Differences Across the Vegetative Stage and the Application of Near Infrared Spectroscopy" LINK
Hyperspectral
"A novel hyperspectral line-scan imaging method for whole surfaces of round shaped agricultural products" LINK"Setting up a methodology to distinguish between green oranges and leaves using hyperspectral imaging" LINK
"Early detection of tomato spotted wilt virus infection in tobacco using the hyperspectral imaging technique and machine learning algorithms" LINK
"The Future of Hyperspectral Imaging" LINK
"Soil fertility status assessment using hyperspectral remote sensing" LINK
Chemometrics / Machine Learning
"Authentication of PGI Gragnano Pasta by Near Infrared (NIR) spectroscopy and chemometrics" LINK" Prediction of Salt in Soil by PLS Regression Using Hyperspectral Laboratory Data" LINK
"Measurement of quality parameters of sugar beet juices using near-infrared spectroscopy and chemometrics" LINK
"Classification of oolong tea varieties based on hyperspectral imaging technology and BOSS-LightGBM model" LINK
"Analytical and sensory data correlation to understand consumers' grape preference" LINK
Process Control
" A review on mechanisms, screening and engineering for pest resistance in sugarcane (Saccharum spp)" LINKEnvironment
"Visible and Near-Infrared Reflectance Spectroscopy Analysis of Soils" LINK"Spektroradyometre teknigi ile toprak özelliklerinin belirlenmesi; Harran Ovasi cullap sulama birligi alani örnegi/Determination of soil properties using …" LINK
Agriculture
" Assessing plant performance in the Enviratron" LINK"Broad near infrared spectroscopy calibrations can predict the nutritional value of over one hundred forage species within the Australian feedbase" LINK
Other
"The study of combustion characteristics of corn stalks and cobs via TGA-DTG-DSC analysis" LINK" Gravimetric and Spectrophotometric Determination of Surface Wax Content in Maize Kernels" LINK
"Detection of Multi-frozen and Single-frozen Fish Using Optical Spectroscopy" LINK
CalibrationModel.com
Spectroscopy and Chemometrics News Weekly 48, 2019 | NIRS NIR Spectroscopy machinelearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Check LINKSpektroskopie und Chemometrie Neuigkeiten Wöchentlich 48 2019 | NIRS NIR Spektroskopie MachineLearning Spektrometer SmartSensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Qualitätslabor LINK
Spettroscopia e Chemiometria Weekly News 48, 2019 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem datascience prediction LINK
This week's NIR news Weekly is sponsored by Your-Company-Name-Here - NIR-spectrometers. Check out their product page ... link
Get the Chemometrics and Spectroscopy News in real time on Twitter @ CalibModel and follow us.
Near Infrared (NIR)
"Development of near infrared reflectance spectroscopy (NIRS) calibration model to estimate the forage quality of shrub species" LINK"Estimation and classification of popping expansion capacity in popcorn breeding programs using NIR spectroscopy" LINK
"Authentication of liquid egg composition using ATR-FTIR and NIR spectroscopy in combination with PCA" LINK
"Non-Destructive Method for Predicting Sapodilla Fruit Quality Using Near Infrared Spectroscopy" LINK
"Discrimination of white teas produced from fresh leaves with different maturity by near-infrared spectroscopy" LINK
"AI and InfraRed Spectroscopy to Accelerate Malaria Control" LINK
"Near infrared spectroscopic data for rapid and simultaneous prediction of quality attributes in intact mango fruits." LINK
"Reflectance Properties of Brown Mass Dyed Poly (ethylene terephthalate) Filament Yarns in the Visible-near Infrared Region" LINK
" The contribution of Visible Near Infrared Reflectance spectroscopy to colour determination: the case of the experimental ceramic briquettes" | Mineralogy, Petrology, Economic GeologyLINK
"Non-destructive measurement of soluble solids content of three melon cultivars using portable visible/near infrared spectroscopy" LINK
" Predicting plant available phosphorus using infrared spectroscopy with consideration for future mobile sensing applications in precision farming" LINK
"Molecules, Vol. 24, Pages 3900: Antioxidant Activity of Blueberry (Vaccinium spp.) Cultivar Leaves: Differences Across the Vegetative Stage and the Application of Near Infrared Spectroscopy" LINK
Hyperspectral
"A novel hyperspectral line-scan imaging method for whole surfaces of round shaped agricultural products" LINK"Setting up a methodology to distinguish between green oranges and leaves using hyperspectral imaging" LINK
"Early detection of tomato spotted wilt virus infection in tobacco using the hyperspectral imaging technique and machine learning algorithms" LINK
"The Future of Hyperspectral Imaging" LINK
"Soil fertility status assessment using hyperspectral remote sensing" LINK
Chemometrics / Machine Learning
"Authentication of PGI Gragnano Pasta by Near Infrared (NIR) spectroscopy and chemometrics" LINK" Prediction of Salt in Soil by PLS Regression Using Hyperspectral Laboratory Data" LINK
"Measurement of quality parameters of sugar beet juices using near-infrared spectroscopy and chemometrics" LINK
"Classification of oolong tea varieties based on hyperspectral imaging technology and BOSS-LightGBM model" LINK
"Analytical and sensory data correlation to understand consumers' grape preference" LINK
Process Control
" A review on mechanisms, screening and engineering for pest resistance in sugarcane (Saccharum spp)" LINKEnvironment
"Visible and Near-Infrared Reflectance Spectroscopy Analysis of Soils" LINK"Spektroradyometre teknigi ile toprak özelliklerinin belirlenmesi; Harran Ovasi cullap sulama birligi alani örnegi/Determination of soil properties using …" LINK
Agriculture
" Assessing plant performance in the Enviratron" LINK"Broad near infrared spectroscopy calibrations can predict the nutritional value of over one hundred forage species within the Australian feedbase" LINK
Other
"The study of combustion characteristics of corn stalks and cobs via TGA-DTG-DSC analysis" LINK" Gravimetric and Spectrophotometric Determination of Surface Wax Content in Maize Kernels" LINK
"Detection of Multi-frozen and Single-frozen Fish Using Optical Spectroscopy" LINK
CalibrationModel.com
Spectroscopy and Chemometrics News Weekly 48, 2019 | NIRS NIR Spectroscopy machinelearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Check LINKSpektroskopie und Chemometrie Neuigkeiten Wöchentlich 48 2019 | NIRS NIR Spektroskopie MachineLearning Spektrometer SmartSensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Qualitätslabor LINK
Spettroscopia e Chemiometria Weekly News 48, 2019 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem datascience prediction LINK
This week's NIR news Weekly is sponsored by Your-Company-Name-Here - NIR-spectrometers. Check out their product page ... link
Get the Chemometrics and Spectroscopy News in real time on Twitter @ CalibModel and follow us.
Near Infrared (NIR)
"Development of near infrared reflectance spectroscopy (NIRS) calibration model to estimate the forage quality of shrub species" LINK"Estimation and classification of popping expansion capacity in popcorn breeding programs using NIR spectroscopy" LINK
"Authentication of liquid egg composition using ATR-FTIR and NIR spectroscopy in combination with PCA" LINK
"Non-Destructive Method for Predicting Sapodilla Fruit Quality Using Near Infrared Spectroscopy" LINK
"Discrimination of white teas produced from fresh leaves with different maturity by near-infrared spectroscopy" LINK
"AI and InfraRed Spectroscopy to Accelerate Malaria Control" LINK
"Near infrared spectroscopic data for rapid and simultaneous prediction of quality attributes in intact mango fruits." LINK
"Reflectance Properties of Brown Mass Dyed Poly (ethylene terephthalate) Filament Yarns in the Visible-near Infrared Region" LINK
" The contribution of Visible Near Infrared Reflectance spectroscopy to colour determination: the case of the experimental ceramic briquettes" | Mineralogy, Petrology, Economic GeologyLINK
"Non-destructive measurement of soluble solids content of three melon cultivars using portable visible/near infrared spectroscopy" LINK
" Predicting plant available phosphorus using infrared spectroscopy with consideration for future mobile sensing applications in precision farming" LINK
"Molecules, Vol. 24, Pages 3900: Antioxidant Activity of Blueberry (Vaccinium spp.) Cultivar Leaves: Differences Across the Vegetative Stage and the Application of Near Infrared Spectroscopy" LINK
Hyperspectral
"A novel hyperspectral line-scan imaging method for whole surfaces of round shaped agricultural products" LINK"Setting up a methodology to distinguish between green oranges and leaves using hyperspectral imaging" LINK
"Early detection of tomato spotted wilt virus infection in tobacco using the hyperspectral imaging technique and machine learning algorithms" LINK
"The Future of Hyperspectral Imaging" LINK
"Soil fertility status assessment using hyperspectral remote sensing" LINK
Chemometrics / Machine Learning
"Authentication of PGI Gragnano Pasta by Near Infrared (NIR) spectroscopy and chemometrics" LINK" Prediction of Salt in Soil by PLS Regression Using Hyperspectral Laboratory Data" LINK
"Measurement of quality parameters of sugar beet juices using near-infrared spectroscopy and chemometrics" LINK
"Classification of oolong tea varieties based on hyperspectral imaging technology and BOSS-LightGBM model" LINK
"Analytical and sensory data correlation to understand consumers' grape preference" LINK
Process Control
" A review on mechanisms, screening and engineering for pest resistance in sugarcane (Saccharum spp)" LINKEnvironment
"Visible and Near-Infrared Reflectance Spectroscopy Analysis of Soils" LINK"Spektroradyometre teknigi ile toprak özelliklerinin belirlenmesi; Harran Ovasi cullap sulama birligi alani örnegi/Determination of soil properties using …" LINK
Agriculture
" Assessing plant performance in the Enviratron" LINK"Broad near infrared spectroscopy calibrations can predict the nutritional value of over one hundred forage species within the Australian feedbase" LINK
Other
"The study of combustion characteristics of corn stalks and cobs via TGA-DTG-DSC analysis" LINK" Gravimetric and Spectrophotometric Determination of Surface Wax Content in Maize Kernels" LINK
"Detection of Multi-frozen and Single-frozen Fish Using Optical Spectroscopy" LINK
Spectroscopy and Chemometrics News Weekly #48, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #48, 2019Spettroscopia e Chemiometria Weekly News #48, 2019
CalibrationModel.com
"Cost comparison of DataScience, MachineLearning and Chemometrics for NIR - Spectroscopy" | NIRS analytical laboratory Lab method development SmartSensor spectrometer LabTech LabManager Analytical_Chemistry QC_QA FoodLab FoodQuality LINKAautomated machine learning | enables this Lab workflow with ease ��Sample -> ��measured with a NIRS spectrometer -> ��spectral data -> ⚖️ predicted with a NIRPredictor & CalibrationModel -> % quantitative results -> �� quality decision -> �� LINK
Increase Your Profit with optimized NIR Accuracy QAQC Food Feed Lab Milling Mills corn grain soybean LINK
Spectroscopy and Chemometrics News Weekly 47, 2019 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality LINK
Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 47, 2019 | NIRS NIR Spektroskopie MachineLearning Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK
Spettroscopia e Chemiometria Weekly News 47, 2019 | NIRS NIR Spettroscopia Chemiometria ML 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 Your-Company-Name-Here - NIR-spectrometers. Check out their product page ... link
Get the Chemometrics and Spectroscopy News in real time on Twitter @ CalibModel and follow us.
Chemometrics
"Analytical and sensory data correlation to understand consumers' grape preference" LINK"Detection and classification of Lepeophterius salmonis (Krøyer, 1837) using Underwater Hyperspectral Imaging" LINK
"Detection and differentiation between potato (Solanum tuberosum) diseases using calibration models trained with non-imaging spectrometry data" LINK
"Model Selection in Regression - A chronological review of the major model selection methods" LINK
"Chemometric Authentication of Brazilian Coffees Based on Chemical Profiling" LINK
Near Infrared
" DEVELOPMENT AND OPTIMIZATION OF AN AUTOMATIC SYSTEM TO DETERMINE THE MOISTURE CONTENT IN SINGLE-KERNEL ROUGH RICE USING VISIBLE/NIR SPECTROSCOPY" LINK"A combination of near infrared and mid-infrared spectroscopy to improve the determination efficiency of active components in Radix Astragali" LINK
"Measurement of quality parameters of sugar beet juices using near-infrared spectroscopy and chemometrics" LINK
"Classification of oolong tea varieties based on hyperspectral imaging technology and BOSS-LightGBM model" LINK
"Non-Destructive Method for Predicting Sapodilla Fruit Quality Using Near Infrared Spectroscopy" LINK
" Predicting plant available phosphorus using infrared spectroscopy with consideration for future mobile sensing applications in precision farming" LINK
"Authentication of liquid egg composition using ATR-FTIR and NIR spectroscopy in combination with PCA." LINK
"Multi-block classification of Italian semolina based on Near Infrared Spectroscopy (NIR) analysis and alveographic indices" LINK
"Online Prediction of Physico-Chemical Quality Attributes of Beef Using VisibleNear-Infrared Spectroscopy and Chemometrics" foods LINK
"Bamboo activated carbon adsorption and near infrared spectroscopy prediction of heavy metal in soil" LINK
Infrared
"Antioxidant Activity of Blueberry (Vaccinium spp.) Cultivar Leaves: Differences Across the Vegetative Stage and the Application of Near Infrared Spectroscopy" LINK"Near-infrared spectroscopy as a rapid tool for water content analysis in the partial oxidation of ethanol" LINK
Raman
"Use of terahertz-Raman spectroscopy to determine solubility of the crystalline active pharmaceutical ingredient in polymeric matrices during hot melt extrusion" LINKHyperspectral
"Soil fertility status assessment using hyperspectral remote sensing" LINK" Prediction of Salt in Soil by PLS Regression Using Hyperspectral Laboratory Data" LINK
"Detection of moisture content in peanut kernels using hyperspectral imaging technology coupled with chemometrics" LINK
Agriculture
"Development of a predictive tool for rapid assessment of soil total nitrogen in wheat-corn double cropping system with hyperspectral data" LINKFood & Feed
"Multi-target prediction of wheat flour quality parameters with near infrared spectroscopy" LINKLaboratory
"Cost & Price comparison of DataScience, MachineLearning and Chemometrics for NIR - Spectroscopy" NIRS analytical laboratory Lab method development SmartSensor spectrometer LabTech LabManager Analytical_Chemistry QC_QA FoodLab FoodQuality LINK"Spatial Distortion Assessments of a Low-Cost Laboratory and Field Hyperspectral Imaging System" LINK
Other
" Gravimetric and Spectrophotometric Determination of Surface Wax Content in Maize Kernels" LINK"Detection of Multi-frozen and Single-frozen Fish Using Optical Spectroscopy" LINK
.
CalibrationModel.com
"Cost comparison of DataScience, MachineLearning and Chemometrics for NIR - Spectroscopy" | NIRS analytical laboratory Lab method development SmartSensor spectrometer LabTech LabManager Analytical_Chemistry QC_QA FoodLab FoodQuality LINKAautomated machine learning | enables this Lab workflow with ease ��Sample -> ��measured with a NIRS spectrometer -> ��spectral data -> ⚖️ predicted with a NIRPredictor & CalibrationModel -> % quantitative results -> �� quality decision -> �� LINK
Increase Your Profit with optimized NIR Accuracy QAQC Food Feed Lab Milling Mills corn grain soybean LINK
Spectroscopy and Chemometrics News Weekly 47, 2019 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality LINK
Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 47, 2019 | NIRS NIR Spektroskopie MachineLearning Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK
Spettroscopia e Chemiometria Weekly News 47, 2019 | NIRS NIR Spettroscopia Chemiometria ML 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 Your-Company-Name-Here - NIR-spectrometers. Check out their product page ... link
Get the Chemometrics and Spectroscopy News in real time on Twitter @ CalibModel and follow us.
Chemometrics
"Analytical and sensory data correlation to understand consumers' grape preference" LINK"Detection and classification of Lepeophterius salmonis (Krøyer, 1837) using Underwater Hyperspectral Imaging" LINK
"Detection and differentiation between potato (Solanum tuberosum) diseases using calibration models trained with non-imaging spectrometry data" LINK
"Model Selection in Regression - A chronological review of the major model selection methods" LINK
"Chemometric Authentication of Brazilian Coffees Based on Chemical Profiling" LINK
Near Infrared
" DEVELOPMENT AND OPTIMIZATION OF AN AUTOMATIC SYSTEM TO DETERMINE THE MOISTURE CONTENT IN SINGLE-KERNEL ROUGH RICE USING VISIBLE/NIR SPECTROSCOPY" LINK"A combination of near infrared and mid-infrared spectroscopy to improve the determination efficiency of active components in Radix Astragali" LINK
"Measurement of quality parameters of sugar beet juices using near-infrared spectroscopy and chemometrics" LINK
"Classification of oolong tea varieties based on hyperspectral imaging technology and BOSS-LightGBM model" LINK
"Non-Destructive Method for Predicting Sapodilla Fruit Quality Using Near Infrared Spectroscopy" LINK
" Predicting plant available phosphorus using infrared spectroscopy with consideration for future mobile sensing applications in precision farming" LINK
"Authentication of liquid egg composition using ATR-FTIR and NIR spectroscopy in combination with PCA." LINK
"Multi-block classification of Italian semolina based on Near Infrared Spectroscopy (NIR) analysis and alveographic indices" LINK
"Online Prediction of Physico-Chemical Quality Attributes of Beef Using VisibleNear-Infrared Spectroscopy and Chemometrics" foods LINK
"Bamboo activated carbon adsorption and near infrared spectroscopy prediction of heavy metal in soil" LINK
Infrared
"Antioxidant Activity of Blueberry (Vaccinium spp.) Cultivar Leaves: Differences Across the Vegetative Stage and the Application of Near Infrared Spectroscopy" LINK"Near-infrared spectroscopy as a rapid tool for water content analysis in the partial oxidation of ethanol" LINK
Raman
"Use of terahertz-Raman spectroscopy to determine solubility of the crystalline active pharmaceutical ingredient in polymeric matrices during hot melt extrusion" LINKHyperspectral
"Soil fertility status assessment using hyperspectral remote sensing" LINK" Prediction of Salt in Soil by PLS Regression Using Hyperspectral Laboratory Data" LINK
"Detection of moisture content in peanut kernels using hyperspectral imaging technology coupled with chemometrics" LINK
Agriculture
"Development of a predictive tool for rapid assessment of soil total nitrogen in wheat-corn double cropping system with hyperspectral data" LINKFood & Feed
"Multi-target prediction of wheat flour quality parameters with near infrared spectroscopy" LINKLaboratory
"Cost & Price comparison of DataScience, MachineLearning and Chemometrics for NIR - Spectroscopy" NIRS analytical laboratory Lab method development SmartSensor spectrometer LabTech LabManager Analytical_Chemistry QC_QA FoodLab FoodQuality LINK"Spatial Distortion Assessments of a Low-Cost Laboratory and Field Hyperspectral Imaging System" LINK
Other
" Gravimetric and Spectrophotometric Determination of Surface Wax Content in Maize Kernels" LINK"Detection of Multi-frozen and Single-frozen Fish Using Optical Spectroscopy" LINK
.
CalibrationModel.com
"Cost comparison of DataScience, MachineLearning and Chemometrics for NIR - Spectroscopy" | NIRS analytical laboratory Lab method development SmartSensor spectrometer LabTech LabManager Analytical_Chemistry QC_QA FoodLab FoodQuality LINKAautomated machine learning | enables this Lab workflow with ease ��Sample -> ��measured with a NIRS spectrometer -> ��spectral data -> ⚖️ predicted with a NIRPredictor & CalibrationModel -> % quantitative results -> �� quality decision -> �� LINK
Increase Your Profit with optimized NIR Accuracy QAQC Food Feed Lab Milling Mills corn grain soybean LINK
Spectroscopy and Chemometrics News Weekly 47, 2019 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality LINK
Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 47, 2019 | NIRS NIR Spektroskopie MachineLearning Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK
Spettroscopia e Chemiometria Weekly News 47, 2019 | NIRS NIR Spettroscopia Chemiometria ML 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 Your-Company-Name-Here - NIR-spectrometers. Check out their product page ... link
Get the Chemometrics and Spectroscopy News in real time on Twitter @ CalibModel and follow us.
Chemometrics
"Analytical and sensory data correlation to understand consumers' grape preference" LINK"Detection and classification of Lepeophterius salmonis (Krøyer, 1837) using Underwater Hyperspectral Imaging" LINK
"Detection and differentiation between potato (Solanum tuberosum) diseases using calibration models trained with non-imaging spectrometry data" LINK
"Model Selection in Regression - A chronological review of the major model selection methods" LINK
"Chemometric Authentication of Brazilian Coffees Based on Chemical Profiling" LINK
Near Infrared
" DEVELOPMENT AND OPTIMIZATION OF AN AUTOMATIC SYSTEM TO DETERMINE THE MOISTURE CONTENT IN SINGLE-KERNEL ROUGH RICE USING VISIBLE/NIR SPECTROSCOPY" LINK"A combination of near infrared and mid-infrared spectroscopy to improve the determination efficiency of active components in Radix Astragali" LINK
"Measurement of quality parameters of sugar beet juices using near-infrared spectroscopy and chemometrics" LINK
"Classification of oolong tea varieties based on hyperspectral imaging technology and BOSS-LightGBM model" LINK
"Non-Destructive Method for Predicting Sapodilla Fruit Quality Using Near Infrared Spectroscopy" LINK
" Predicting plant available phosphorus using infrared spectroscopy with consideration for future mobile sensing applications in precision farming" LINK
"Authentication of liquid egg composition using ATR-FTIR and NIR spectroscopy in combination with PCA." LINK
"Multi-block classification of Italian semolina based on Near Infrared Spectroscopy (NIR) analysis and alveographic indices" LINK
"Online Prediction of Physico-Chemical Quality Attributes of Beef Using VisibleNear-Infrared Spectroscopy and Chemometrics" foods LINK
"Bamboo activated carbon adsorption and near infrared spectroscopy prediction of heavy metal in soil" LINK
Infrared
"Antioxidant Activity of Blueberry (Vaccinium spp.) Cultivar Leaves: Differences Across the Vegetative Stage and the Application of Near Infrared Spectroscopy" LINK"Near-infrared spectroscopy as a rapid tool for water content analysis in the partial oxidation of ethanol" LINK
Raman
"Use of terahertz-Raman spectroscopy to determine solubility of the crystalline active pharmaceutical ingredient in polymeric matrices during hot melt extrusion" LINKHyperspectral
"Soil fertility status assessment using hyperspectral remote sensing" LINK" Prediction of Salt in Soil by PLS Regression Using Hyperspectral Laboratory Data" LINK
"Detection of moisture content in peanut kernels using hyperspectral imaging technology coupled with chemometrics" LINK
Agriculture
"Development of a predictive tool for rapid assessment of soil total nitrogen in wheat-corn double cropping system with hyperspectral data" LINKFood & Feed
"Multi-target prediction of wheat flour quality parameters with near infrared spectroscopy" LINKLaboratory
"Cost & Price comparison of DataScience, MachineLearning and Chemometrics for NIR - Spectroscopy" NIRS analytical laboratory Lab method development SmartSensor spectrometer LabTech LabManager Analytical_Chemistry QC_QA FoodLab FoodQuality LINK"Spatial Distortion Assessments of a Low-Cost Laboratory and Field Hyperspectral Imaging System" LINK
Other
" Gravimetric and Spectrophotometric Determination of Surface Wax Content in Maize Kernels" LINK"Detection of Multi-frozen and Single-frozen Fish Using Optical Spectroscopy" LINK
.
Cost comparison / Price comparison of Chemometrics / Machine Learning / Data Science for NIR-Spectroscopy – Kostenvergleich / Preisvergleich von Chemometrie / Maschinelles Lernen / Data Science für die NIR-Spektroskopie – Confronto dei costi / Confronto dei prezzi della chemiometria / Apprendimento automatico / Scienza dei dati per la spettroscopia NIR
Reduce Operating Costs and Total Cost of Ownership (TCO) of NIR-Spectroscopy (NIRS) in the Digitalization Age.
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 Package | not‑needed |
€3500 - €6500 per user
|
| Chemometric Predictor |
free‑software
|
€1500 - €2500 per NIR device
|
| Knowledge |
included
| |
| Chemometric Training | not‑needed |
€1500 - €2500 per user
|
| Chemometrician* Salary | not‑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
*) 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 #45, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #45, 2019Spettroscopia e Chemiometria Weekly News #45, 2019
CalibrationModel.com
Aautomated machine learning enables this NIRS Lab workflow with ease : Sample -> measured with a NIRS spectrometer -> spectral data -> ⚖️ predicted with a NIRPredictor & CalibrationModel -> % quantitative results -> quality decision -> LINKIncrease Your Profit with optimized NIR Accuracy QAQC Food Feed Lab Milling Mills corn grain soybean LINK
NIR User? Get better results faster | Food Science QC Lab Laboratory Manager chemist LabWork Chemie analytik LINK
Reduce Cost of Ownership of NIRS Analycer by using CalibrationModel Services nirs Chemistry LINK
Spectroscopy and Chemometrics News Weekly 44, 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 44, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer NIRSensor Nahinfrarot NIRAnalytik NIRdevice LabEquipment Nahinfrarotspektroskopie Laboranalyse NIRlabor LINK
Spettroscopia e Chemiometria Weekly News 44, 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 Your-Company-Name-Here - cost-effective-NIR-instruments. Check out their spectrometer product page ... link
Get the Chemometrics and Spectroscopy News in real time on Twitter @ CalibModel and follow us.
Chemometrics
"MicroNIR/Chemometrics: a new analytical platform for fast and accurate detection of ?9-Tetrahydrocannabinol (THC) in oral fluids" LINK"Supervised classification methods in hyperspectral imaging-recent advances" LINK
MachineLearning Summarized in One Picture by | Read more here: ML Classification Regression Clustering NeuralNetworks ... LINK
Near Infrared
"Sorting post-consumer polymer on conveyor belt using NIR spectroscopy" LINK" 近红外光谱技术在骨科疾病研究中的应用 Application of the NIR Spectroscopy in the Researches of Orthopedics Diseases" LINK
" Case Study of Ft-Nir Spectroscopy Age Estimation for Bering Sea Pacific Cod Stocks" LINK
"Proceedings of the research workshop on the rapid estimation of fish age using Fourier Transform Near Infrared Spectroscopy (FT-NIRS)" LINK
Infrared
"Identification of patients and plaques vulnerable to future coronary events with near-infrared spectroscopy intravascular ultrasound imaging: a prospective, cohort study" LINK"Efficacy of PCSK-9 Inhibitors on Coronary Lipid Rich Plaque Assessed by Serial Near-Infrared Spectroscopy" LINK
"Analysis Technology of Residual Solvent of Printed Inkjet Ink with Near-Infrared Spectroscopy" LINK
Raman
In two weeks' time I will be visiting the UK to talk about Raman spectroscopy on Mars! If you're at Imperial, UCL or Oxford, come and learn about how we're going to use Raman to search for biosignatures on another world! LINKHyperspectral
"Hyperspectral imaging as a part of pharmaceutical product design" LINK"Analysis of chromophores in stained-glass windows using Visible Hyperspectral Imaging in-situ" LINK
" REAL-TIME CORRECTIONS FOR A LOW-COST HYPERSPECTRAL INSTRUMENT" LINK
"Hyperspectral imaging in medical applications" LINK
"An overview of regression methods in hyperspectral and multispectral imaging" LINK
Equipment
Good reminder that it's easy to over-index on the "startup-industrial complex" and ignore the radical transformation software enables in old-line industries like, say, meat-packing equipment manufacturing. LINKEnvironment
"Spectral Analysis of Estuarine Water for Characterisation of Inherent Optical Properties and Phytoplankton Concentration" LINKAgriculture
"Qualitative and quantitative diagnosis of nitrogen nutrition of tea plants under field condition using hyperspectral imaging coupled with chemometrics" LINK"Quantitative Analysis of Soil Total Nitrogen Using Hyperspectral Imaging Technology with Extreme Learning Machine" Sensors LINK
"Detection of adulterants and authenticity discrimination for coarse grain flours using NIR hyperspectral imaging" LINK
"Food and feed production" LINK
"Hyperspectral imaging in crop fields: precision agriculture" LINK
"Classification of saline water for irrigated agriculture using near infrared spectroscopy coupled with pattern recognition techniques" LINK
Other
" Classical and correlative analytical methods for origin identification of Hungarian honeys" LINK" OpenAI Plays Hide and Seek…and Breaks The Game! " LINK
“The problem isn’t data protection, it’s data collection.” - NSA Whistleblower has his day on GDPR at WebSummit LINK
CalibrationModel.com
Aautomated machine learning enables this NIRS Lab workflow with ease : Sample -> measured with a NIRS spectrometer -> spectral data -> ⚖️ predicted with a NIRPredictor & CalibrationModel -> % quantitative results -> quality decision -> LINKIncrease Your Profit with optimized NIR Accuracy QAQC Food Feed Lab Milling Mills corn grain soybean LINK
NIR User? Get better results faster | Food Science QC Lab Laboratory Manager chemist LabWork Chemie analytik LINK
Reduce Cost of Ownership of NIRS Analycer by using CalibrationModel Services nirs Chemistry LINK
Spectroscopy and Chemometrics News Weekly 44, 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 44, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer NIRSensor Nahinfrarot NIRAnalytik NIRdevice LabEquipment Nahinfrarotspektroskopie Laboranalyse NIRlabor LINK
Spettroscopia e Chemiometria Weekly News 44, 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 Your-Company-Name-Here - cost-effective-NIR-instruments. Check out their spectrometer product page ... link
Get the Chemometrics and Spectroscopy News in real time on Twitter @ CalibModel and follow us.
Chemometrics
"MicroNIR/Chemometrics: a new analytical platform for fast and accurate detection of ?9-Tetrahydrocannabinol (THC) in oral fluids" LINK"Supervised classification methods in hyperspectral imaging-recent advances" LINK
MachineLearning Summarized in One Picture by | Read more here: ML Classification Regression Clustering NeuralNetworks ... LINK
Near Infrared
"Sorting post-consumer polymer on conveyor belt using NIR spectroscopy" LINK" 近红外光谱技术在骨科疾病研究中的应用 Application of the NIR Spectroscopy in the Researches of Orthopedics Diseases" LINK
" Case Study of Ft-Nir Spectroscopy Age Estimation for Bering Sea Pacific Cod Stocks" LINK
"Proceedings of the research workshop on the rapid estimation of fish age using Fourier Transform Near Infrared Spectroscopy (FT-NIRS)" LINK
Infrared
"Identification of patients and plaques vulnerable to future coronary events with near-infrared spectroscopy intravascular ultrasound imaging: a prospective, cohort study" LINK"Efficacy of PCSK-9 Inhibitors on Coronary Lipid Rich Plaque Assessed by Serial Near-Infrared Spectroscopy" LINK
"Analysis Technology of Residual Solvent of Printed Inkjet Ink with Near-Infrared Spectroscopy" LINK
Raman
In two weeks' time I will be visiting the UK to talk about Raman spectroscopy on Mars! If you're at Imperial, UCL or Oxford, come and learn about how we're going to use Raman to search for biosignatures on another world! LINKHyperspectral
"Hyperspectral imaging as a part of pharmaceutical product design" LINK"Analysis of chromophores in stained-glass windows using Visible Hyperspectral Imaging in-situ" LINK
" REAL-TIME CORRECTIONS FOR A LOW-COST HYPERSPECTRAL INSTRUMENT" LINK
"Hyperspectral imaging in medical applications" LINK
"An overview of regression methods in hyperspectral and multispectral imaging" LINK
Equipment
Good reminder that it's easy to over-index on the "startup-industrial complex" and ignore the radical transformation software enables in old-line industries like, say, meat-packing equipment manufacturing. LINKEnvironment
"Spectral Analysis of Estuarine Water for Characterisation of Inherent Optical Properties and Phytoplankton Concentration" LINKAgriculture
"Qualitative and quantitative diagnosis of nitrogen nutrition of tea plants under field condition using hyperspectral imaging coupled with chemometrics" LINK"Quantitative Analysis of Soil Total Nitrogen Using Hyperspectral Imaging Technology with Extreme Learning Machine" Sensors LINK
"Detection of adulterants and authenticity discrimination for coarse grain flours using NIR hyperspectral imaging" LINK
"Food and feed production" LINK
"Hyperspectral imaging in crop fields: precision agriculture" LINK
"Classification of saline water for irrigated agriculture using near infrared spectroscopy coupled with pattern recognition techniques" LINK
Other
" Classical and correlative analytical methods for origin identification of Hungarian honeys" LINK" OpenAI Plays Hide and Seek…and Breaks The Game! " LINK
“The problem isn’t data protection, it’s data collection.” - NSA Whistleblower has his day on GDPR at WebSummit LINK
CalibrationModel.com
Aautomated machine learning enables this NIRS Lab workflow with ease : Sample -> measured with a NIRS spectrometer -> spectral data -> ⚖️ predicted with a NIRPredictor & CalibrationModel -> % quantitative results -> quality decision -> LINKIncrease Your Profit with optimized NIR Accuracy QAQC Food Feed Lab Milling Mills corn grain soybean LINK
NIR User? Get better results faster | Food Science QC Lab Laboratory Manager chemist LabWork Chemie analytik LINK
Reduce Cost of Ownership of NIRS Analycer by using CalibrationModel Services nirs Chemistry LINK
Spectroscopy and Chemometrics News Weekly 44, 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 44, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer NIRSensor Nahinfrarot NIRAnalytik NIRdevice LabEquipment Nahinfrarotspektroskopie Laboranalyse NIRlabor LINK
Spettroscopia e Chemiometria Weekly News 44, 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 Your-Company-Name-Here - cost-effective-NIR-instruments. Check out their spectrometer product page ... link
Get the Chemometrics and Spectroscopy News in real time on Twitter @ CalibModel and follow us.
Chemometrics
"MicroNIR/Chemometrics: a new analytical platform for fast and accurate detection of ?9-Tetrahydrocannabinol (THC) in oral fluids" LINK"Supervised classification methods in hyperspectral imaging-recent advances" LINK
MachineLearning Summarized in One Picture by | Read more here: ML Classification Regression Clustering NeuralNetworks ... LINK
Near Infrared
"Sorting post-consumer polymer on conveyor belt using NIR spectroscopy" LINK" 近红外光谱技术在骨科疾病研究中的应用 Application of the NIR Spectroscopy in the Researches of Orthopedics Diseases" LINK
" Case Study of Ft-Nir Spectroscopy Age Estimation for Bering Sea Pacific Cod Stocks" LINK
"Proceedings of the research workshop on the rapid estimation of fish age using Fourier Transform Near Infrared Spectroscopy (FT-NIRS)" LINK
Infrared
"Identification of patients and plaques vulnerable to future coronary events with near-infrared spectroscopy intravascular ultrasound imaging: a prospective, cohort study" LINK"Efficacy of PCSK-9 Inhibitors on Coronary Lipid Rich Plaque Assessed by Serial Near-Infrared Spectroscopy" LINK
"Analysis Technology of Residual Solvent of Printed Inkjet Ink with Near-Infrared Spectroscopy" LINK
Raman
In two weeks' time I will be visiting the UK to talk about Raman spectroscopy on Mars! If you're at Imperial, UCL or Oxford, come and learn about how we're going to use Raman to search for biosignatures on another world! LINKHyperspectral
"Hyperspectral imaging as a part of pharmaceutical product design" LINK"Analysis of chromophores in stained-glass windows using Visible Hyperspectral Imaging in-situ" LINK
" REAL-TIME CORRECTIONS FOR A LOW-COST HYPERSPECTRAL INSTRUMENT" LINK
"Hyperspectral imaging in medical applications" LINK
"An overview of regression methods in hyperspectral and multispectral imaging" LINK
Equipment
Good reminder that it's easy to over-index on the "startup-industrial complex" and ignore the radical transformation software enables in old-line industries like, say, meat-packing equipment manufacturing. LINKEnvironment
"Spectral Analysis of Estuarine Water for Characterisation of Inherent Optical Properties and Phytoplankton Concentration" LINKAgriculture
"Qualitative and quantitative diagnosis of nitrogen nutrition of tea plants under field condition using hyperspectral imaging coupled with chemometrics" LINK"Quantitative Analysis of Soil Total Nitrogen Using Hyperspectral Imaging Technology with Extreme Learning Machine" Sensors LINK
"Detection of adulterants and authenticity discrimination for coarse grain flours using NIR hyperspectral imaging" LINK
"Food and feed production" LINK
"Hyperspectral imaging in crop fields: precision agriculture" LINK
"Classification of saline water for irrigated agriculture using near infrared spectroscopy coupled with pattern recognition techniques" LINK
Other
" Classical and correlative analytical methods for origin identification of Hungarian honeys" LINK" OpenAI Plays Hide and Seek…and Breaks The Game! " LINK
“The problem isn’t data protection, it’s data collection.” - NSA Whistleblower has his day on GDPR at WebSummit LINK
Start Calibrate – NIR Quick Guide / Kalibrierung starten – NIR Kurzanleitung / Avvio della calibrazione – Guida rapida NIR
Quick Start NIR Workflow: step by step
1.
Check if your NIR-Device Data Format is directly supported (anyway you can convert to JCAMP) :
NIR-Predictor supported Spectral Data File Formats
2.
Download the free NIR-Predictor Software that contains demo data so you can play with it to see if it is the way you want analyse your NIR spectra (no registration needed) :
NIR-Predictor Download
3.
With your "NIR device" measurement software:
- measure samples with NIR, that gets you spectra files,
- label them with a proper sample name, so you know which is which,
- and determine quantitative reference values by Laboratory reference method.
- at least 60 samples with different contents is needed for a minimal calibration.
- NIR-Predictor helps to create a template file (.csv) to enter the Lab values.
4.
Creating your own Calibrations with NIR-Predictor to combine your NIR and Lab data for a calibration request :
watch Video
read Manual
Schnellstart NIR-Workflow: Schritt für Schritt
1.
Überprüfen Sie, ob Ihr NIR-Geräte-Datenformat direkt unterstützt wird (sonst können Sie nach JCAMP konvertieren). :
NIR-Predictor supported Spectral Data File Formats
2.
Laden Sie die kostenlose NIR-Predictor Software herunter, die Demo-Daten enthält, damit Sie mit ihr spielen können, um zu sehen, ob es die Art und Weise ist, wie Sie Ihre NIR-Spektren analysieren wollen (keine Registrierung erforderlich): :
NIR-Predictor Download
3.
Mit Ihrer "NIR Instrument" Messsoftware :
- Proben mit NIR messen, das liefert Ihnen Spektrendateien,
- kennzeichnen Sie sie mit einem richtigen Probennamen, damit Sie wissen, was was was ist.
- Bestimmung der quantitativen Referenzwerte durch die Laborreferenzmethode.
- Für eine Minimalkalibrierung werden mindestens 60 vermessene Proben mit unterschiedlichem Inhalt benötigt.
- Der NIR-Predictor hilft bei der Erstellung einer Vorlagendatei (.csv) zur Eingabe der Lab-Werte.
4.
Erstellen Sie Ihre eigenen Kalibrierungen mit dem NIR-Predictor, um Ihre NIR- und Lab-Daten für eine Kalibrierungsanforderung zu kombinieren :
siehe Video
lese Handbuch
Avvio rapido del flusso di lavoro NIR: passo dopo passo
1.
Controlla se il tuo NIR-Device Data Format è supportato direttamente (in ogni caso puoi convertirlo in JCAMP) :
NIR-Predictor supported Spectral Data File Formats
2.
Scarica il software gratuito NIR-Predictor che contiene i dati dimostrativi per poter giocare con esso per vedere se è il modo in cui vuoi analizzare i tuoi spettri NIR (non è necessaria la registrazione) :
NIR-Predictor Download
3.
Con il software di misura "NIR device" :
- misurare i campioni con il NIR, in modo da ottenere i file degli spettri,
- etichettarli con un nome di esempio corretto, in modo da sapere qual è quale,
- e determinare i valori quantitativi di riferimento con il metodo di riferimento di laboratorio.
- sono necessari almeno 60 campioni con contenuti diversi per una calibrazione minima.
- NIR-Predictor aiuta a creare un file modello (.csv) per inserire i valori di laboratorio.
4.
Creazione di calibrazioni personalizzate con NIR-Predictor per combinare i dati NIR e di laboratorio per una richiesta di calibrazione :
vedi il Video
leggi il manuale
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 LINKSpectroscopy 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" LINKEquipment
"An integrated broadband spectrometer on thin-film lithium niobate" LINKEnvironment
"Prediction of soil available water-holding capacity from visible near-infrared reflectance spectra" LINKAgriculture
"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 LINKSpectroscopy 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" LINKEquipment
"An integrated broadband spectrometer on thin-film lithium niobate" LINKEnvironment
"Prediction of soil available water-holding capacity from visible near-infrared reflectance spectra" LINKAgriculture
"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 LINKSpectroscopy 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" LINKEquipment
"An integrated broadband spectrometer on thin-film lithium niobate" LINKEnvironment
"Prediction of soil available water-holding capacity from visible near-infrared reflectance spectra" LINKAgriculture
"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 #36, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #36, 2019Spettroscopia e Chemiometria Weekly News #36, 2019
CalibrationModel.com
9 Reasons why near-Infrared Spectroscopy Applications need periodic Calibration Maintenance | NIR NIRS Infrared LINKImprove Accuracy of fast Nondestructive NIRS Measurements by Optimal Chemometric Modelling | pauto QAQC LINK
Spectroscopy and Chemometrics News Weekly 35, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer processcontrol Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Check LINK
Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 35, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie LINK
Spettroscopia e Chemiometria Weekly News 35, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem predictionmodels LINK
Chemometrics
"Comparison of whole-tree wood property maps based on near-infrared spectroscopic calibrations utilizing data at different spatial resolutions" LINK"Prediction of beef meat fatty acid composition by visible-near-infrared spectroscopy was improved by preliminary freeze-drying." LINK
"Scalable calibration transfer without standards via dynamic time warping for near-infrared spectroscopy" LINK
"Cross components calibration transfer of NIR spectroscopy model through PCA and weighted ELM-based TrAdaBoost algorithm" 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
"Application of Near-Infrared for Online Monitoring of Heavy Fuel Oil at Thermoelectric Power Plants. Part I: Development of Chemometric Models" LINK
"Accuracy and biases in predicting the chemical and physical traits of many types of cheeses using different visible and near-infrared spectroscopic techniques and spectrum intervals" LINK
"A Regional Legacy Soil Dataset for Prediction of Sand and Clay Content with Vis-Nir-Swir, in Southern Brazil" LINK
"Rapid prediction of atrazine sorption in soil using visible near-infrared spectroscopy" LINK
"Developing Calibration Model for Prediction of Malt Barley and Teff Genotypes Quality Traits Using Near Infrared Spectroscopy (NIRS)" LINK
" Prediction of Glycogen and Moisture Contents in Japanese Wagyu Beef by Fourier Transform Near-infrared Spectroscopy for Quality Evaluation" LINK
Near Infrared
"基于核局部保持投影的近红外光谱玉米单倍体识别研究" "Research on Identifying Maize Haploid Seeds Using Near Infrared Spectroscopy Based on Kernel Locality Preserving Projection" LINK"种基于近红外光谱与化学计量学的绿茶快速无损鉴别方法" "Nondestructive Identification of Green Tea Based on Near Infrared Spectroscopy" LINK
"纺织品近红外光谱定性分析的一种新方法" "A New Method for Qualitative Analysis of Near Infrared Spectra of Textiles" LINK
"NIR-based Sudan I to IV and Para-Red food adulterants screening" LINK
"Evaluation of sensory and texture profile analysis properties of stored Khalal Barhi dates nondestructively using Vis/NIR spectroscopy" LINK
"Safety and quality issues in summer squashes using handheld portable NIRS sensors for real-time decision making and on-vine monitoring" LINK
"Age grading An. gambiae and An. arabiensis using near infrared spectra and artificial neural networks." mosquitoes LINK
"Identification of turkey meat and processed products using near infrared spectroscopy" LINK
"Development and Testing of a Portable Soil Nitrogen Detector Based on Near-infrared Spectroscopy" LINK
Raman
" “Resonance” Raman spectroscopy with 1-nm resolution" LINKEquipment
"Single-nanowire spectrometers" nanowire nanotechnology LINK"Scientists Develop Smallest Spectrometer Ever, And The Applications Are Incredible" LINK
Agriculture
"Rapid Estimation of Wheat Straw Decomposition Constituents Using Near-Infrared Spectroscopy" Agronomy LINK"Evaluating different approaches to non-destructive nitrogen status diagnosis of rice using portable RapidSCAN active canopy sensor." LINK
Medicinal
"Effect of Reduced Point NIR Spectroscopy on Glucose Prediction Error in Human Blood Tissue" LINKCalibrationModel.com
9 Reasons why near-Infrared Spectroscopy Applications need periodic Calibration Maintenance | NIR NIRS Infrared LINKImprove Accuracy of fast Nondestructive NIRS Measurements by Optimal Chemometric Modelling | pauto QAQC LINK
Spectroscopy and Chemometrics News Weekly 35, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer processcontrol Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Check LINK
Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 35, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie LINK
Spettroscopia e Chemiometria Weekly News 35, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem predictionmodels LINK
Chemometrics
"Comparison of whole-tree wood property maps based on near-infrared spectroscopic calibrations utilizing data at different spatial resolutions" LINK"Prediction of beef meat fatty acid composition by visible-near-infrared spectroscopy was improved by preliminary freeze-drying." LINK
"Scalable calibration transfer without standards via dynamic time warping for near-infrared spectroscopy" LINK
"Cross components calibration transfer of NIR spectroscopy model through PCA and weighted ELM-based TrAdaBoost algorithm" 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
"Application of Near-Infrared for Online Monitoring of Heavy Fuel Oil at Thermoelectric Power Plants. Part I: Development of Chemometric Models" LINK
"Accuracy and biases in predicting the chemical and physical traits of many types of cheeses using different visible and near-infrared spectroscopic techniques and spectrum intervals" LINK
"A Regional Legacy Soil Dataset for Prediction of Sand and Clay Content with Vis-Nir-Swir, in Southern Brazil" LINK
"Rapid prediction of atrazine sorption in soil using visible near-infrared spectroscopy" LINK
"Developing Calibration Model for Prediction of Malt Barley and Teff Genotypes Quality Traits Using Near Infrared Spectroscopy (NIRS)" LINK
" Prediction of Glycogen and Moisture Contents in Japanese Wagyu Beef by Fourier Transform Near-infrared Spectroscopy for Quality Evaluation" LINK
Near Infrared
"基于核局部保持投影的近红外光谱玉米单倍体识别研究" "Research on Identifying Maize Haploid Seeds Using Near Infrared Spectroscopy Based on Kernel Locality Preserving Projection" LINK"种基于近红外光谱与化学计量学的绿茶快速无损鉴别方法" "Nondestructive Identification of Green Tea Based on Near Infrared Spectroscopy" LINK
"纺织品近红外光谱定性分析的一种新方法" "A New Method for Qualitative Analysis of Near Infrared Spectra of Textiles" LINK
"NIR-based Sudan I to IV and Para-Red food adulterants screening" LINK
"Evaluation of sensory and texture profile analysis properties of stored Khalal Barhi dates nondestructively using Vis/NIR spectroscopy" LINK
"Safety and quality issues in summer squashes using handheld portable NIRS sensors for real-time decision making and on-vine monitoring" LINK
"Age grading An. gambiae and An. arabiensis using near infrared spectra and artificial neural networks." mosquitoes LINK
"Identification of turkey meat and processed products using near infrared spectroscopy" LINK
"Development and Testing of a Portable Soil Nitrogen Detector Based on Near-infrared Spectroscopy" LINK
Raman
" “Resonance” Raman spectroscopy with 1-nm resolution" LINKEquipment
"Single-nanowire spectrometers" nanowire nanotechnology LINK"Scientists Develop Smallest Spectrometer Ever, And The Applications Are Incredible" LINK
Agriculture
"Rapid Estimation of Wheat Straw Decomposition Constituents Using Near-Infrared Spectroscopy" Agronomy LINK"Evaluating different approaches to non-destructive nitrogen status diagnosis of rice using portable RapidSCAN active canopy sensor." LINK
Medicinal
"Effect of Reduced Point NIR Spectroscopy on Glucose Prediction Error in Human Blood Tissue" LINKCalibrationModel.com
9 Reasons why near-Infrared Spectroscopy Applications need periodic Calibration Maintenance | NIR NIRS Infrared LINKImprove Accuracy of fast Nondestructive NIRS Measurements by Optimal Chemometric Modelling | pauto QAQC LINK
Spectroscopy and Chemometrics News Weekly 35, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer processcontrol Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Check LINK
Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 35, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie LINK
Spettroscopia e Chemiometria Weekly News 35, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem predictionmodels LINK
Chemometrics
"Comparison of whole-tree wood property maps based on near-infrared spectroscopic calibrations utilizing data at different spatial resolutions" LINK"Prediction of beef meat fatty acid composition by visible-near-infrared spectroscopy was improved by preliminary freeze-drying." LINK
"Scalable calibration transfer without standards via dynamic time warping for near-infrared spectroscopy" LINK
"Cross components calibration transfer of NIR spectroscopy model through PCA and weighted ELM-based TrAdaBoost algorithm" 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
"Application of Near-Infrared for Online Monitoring of Heavy Fuel Oil at Thermoelectric Power Plants. Part I: Development of Chemometric Models" LINK
"Accuracy and biases in predicting the chemical and physical traits of many types of cheeses using different visible and near-infrared spectroscopic techniques and spectrum intervals" LINK
"A Regional Legacy Soil Dataset for Prediction of Sand and Clay Content with Vis-Nir-Swir, in Southern Brazil" LINK
"Rapid prediction of atrazine sorption in soil using visible near-infrared spectroscopy" LINK
"Developing Calibration Model for Prediction of Malt Barley and Teff Genotypes Quality Traits Using Near Infrared Spectroscopy (NIRS)" LINK
" Prediction of Glycogen and Moisture Contents in Japanese Wagyu Beef by Fourier Transform Near-infrared Spectroscopy for Quality Evaluation" LINK
Near Infrared
"基于核局部保持投影的近红外光谱玉米单倍体识别研究" "Research on Identifying Maize Haploid Seeds Using Near Infrared Spectroscopy Based on Kernel Locality Preserving Projection" LINK"种基于近红外光谱与化学计量学的绿茶快速无损鉴别方法" "Nondestructive Identification of Green Tea Based on Near Infrared Spectroscopy" LINK
"纺织品近红外光谱定性分析的一种新方法" "A New Method for Qualitative Analysis of Near Infrared Spectra of Textiles" LINK
"NIR-based Sudan I to IV and Para-Red food adulterants screening" LINK
"Evaluation of sensory and texture profile analysis properties of stored Khalal Barhi dates nondestructively using Vis/NIR spectroscopy" LINK
"Safety and quality issues in summer squashes using handheld portable NIRS sensors for real-time decision making and on-vine monitoring" LINK
"Age grading An. gambiae and An. arabiensis using near infrared spectra and artificial neural networks." mosquitoes LINK
"Identification of turkey meat and processed products using near infrared spectroscopy" LINK
"Development and Testing of a Portable Soil Nitrogen Detector Based on Near-infrared Spectroscopy" LINK
Raman
" “Resonance” Raman spectroscopy with 1-nm resolution" LINKEquipment
"Single-nanowire spectrometers" nanowire nanotechnology LINK"Scientists Develop Smallest Spectrometer Ever, And The Applications Are Incredible" LINK
Agriculture
"Rapid Estimation of Wheat Straw Decomposition Constituents Using Near-Infrared Spectroscopy" Agronomy LINK"Evaluating different approaches to non-destructive nitrogen status diagnosis of rice using portable RapidSCAN active canopy sensor." LINK
Medicinal
"Effect of Reduced Point NIR Spectroscopy on Glucose Prediction Error in Human Blood Tissue" LINKSpectroscopy and Chemometrics News Weekly #35, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #35, 2019Spettroscopia e Chemiometria Weekly News #35, 2019
Near Infrared (NIR)
"Evaluation of diesel exhaust fluid (DEF) using near-infrared spectroscopy and multivariate calibration" LINK"A weighted ensemble method based on wavelength selection for near-infrared spectroscopic calibration" LINK
"110th Anniversary: Real-Time Endpoint Detection of Fluidized Bed Drying Process Based on a Switching Model of Near-Infrared Spectroscopy" LINK
"Supervised Dictionary Learning with Regularization for Near-infrared Spectroscopy Classification" tobacco NIRS LINK
"Evaluation of NIRS as non-destructive test to evaluate quality traits of purple passion fruit" LINK
"A Comparison of Sparse Partial Least Squares and Elastic Net in Wavelength Selection on NIR Spectroscopy Data" LINK
"High-throughput analysis of leaf physiological and chemical traits with VIS-NIR-SWIR spectroscopy: a case study with a maize diversity panel." LINK
"Comparative study on the use of three different near infrared spectroscopy recording methodologies for varietal discrimination of walnuts" LINK
"Support vector machine regression on selected wavelength regions for quantitative analysis of caffeine in tea leaves by near infrared spectroscopy" LINK
"Use of near infrared spectroscopy and spectral database to assess the quality of pharmaceutical products and aid characterization of unknown components" LINK
"Determination of soil organic matter using visible-near infrared spectroscopy and machinelearning" LINK
"Evaluation of acetic acid and ethanol concentration in a rice vinegar internal venturi injector bioreactor using Fourier transform near infrared spectroscopy" LINK
Chemometrics
"Determination of the superficial citral content on microparticles: An application of NIR spectroscopy coupled with chemometric tools" LINK"Non-Invasive Tools to Detect Smoke Contamination in Grapevine Canopies, Berries and Wine: A Remote Sensing and Machine Learning Modeling Approach" LINK
"Optimization of soluble solids content prediction models in 'Hami'melons by means of Vis-NIR spectroscopy and chemometric tools" LINK
"Fast quantitative detection of Black Pepper and Cumin adulterations by near-infrared spectroscopy and multivariate modeling" LINK
"Prediction of toughness and other beef quality characteristics of the m. longissimus thoracis using polarized near-infrared reflectance spectroscopy" LINK
"Application of near infrared for on-line monitoring of heavy fuel oil at thermoelectric power plants. Part I: Development of chemometric models" LINK
What's a Near-Infrared-sensor for combines? Donau Soja collects data from soya fields for the soya yield- and protein prediction model within CYBELE_H2020. The NIR sensor measures & maps protein, oil and other quality parameters in real time during the upcoming harvest season! LINK
"NIRs calibration models for chemical composition and fatty acid families of raw and freeze-dried beef: a comparison" LINK
"Honey botanical origin classification using hyperspectral imaging and machine learning" LINK
CalibrationModel.com
Spectroscopy and Chemometrics News Weekly 34, 2019 | NIRS NIR Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Software Sensors QAQC Testing Quality Checking LabManagers laboratory digitalization LINKSpektroskopie und Chemometrie Neuigkeiten Wöchentlich 34, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Qualitätslabor labdata LINK
Spettroscopia e Chemiometria Weekly News 34, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models LINK
Facts
Most people now know companies like Google & Facebook collect & sell your data. Yet some people still think, "So what? I have nothing to hide." Here's five compelling reasons to tell them why your privacy is worth more than you think! LINKEnvironment
"Relevance of a near infrared spectral index for assessing tillage and fertilization effects on soil water retention" LINKAgriculture
"Fast And Simultaneous Prediction Of Agricultural Soil Nutrients Content Using Infrared Spectroscopy" LINK"Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine learning is needed!" LINK
"Prediction of macronutrients in plant leaves using chemometric analysis and wavelength selection" LINK
Other
"Spectroscopic data supporting investment decisions" LINK.
Near Infrared (NIR)
"Evaluation of diesel exhaust fluid (DEF) using near-infrared spectroscopy and multivariate calibration" LINK"A weighted ensemble method based on wavelength selection for near-infrared spectroscopic calibration" LINK
"110th Anniversary: Real-Time Endpoint Detection of Fluidized Bed Drying Process Based on a Switching Model of Near-Infrared Spectroscopy" LINK
"Supervised Dictionary Learning with Regularization for Near-infrared Spectroscopy Classification" tobacco NIRS LINK
"Evaluation of NIRS as non-destructive test to evaluate quality traits of purple passion fruit" LINK
"A Comparison of Sparse Partial Least Squares and Elastic Net in Wavelength Selection on NIR Spectroscopy Data" LINK
"High-throughput analysis of leaf physiological and chemical traits with VIS-NIR-SWIR spectroscopy: a case study with a maize diversity panel." LINK
"Comparative study on the use of three different near infrared spectroscopy recording methodologies for varietal discrimination of walnuts" LINK
"Support vector machine regression on selected wavelength regions for quantitative analysis of caffeine in tea leaves by near infrared spectroscopy" LINK
"Use of near infrared spectroscopy and spectral database to assess the quality of pharmaceutical products and aid characterization of unknown components" LINK
"Determination of soil organic matter using visible-near infrared spectroscopy and machinelearning" LINK
"Evaluation of acetic acid and ethanol concentration in a rice vinegar internal venturi injector bioreactor using Fourier transform near infrared spectroscopy" LINK
Chemometrics
"Determination of the superficial citral content on microparticles: An application of NIR spectroscopy coupled with chemometric tools" LINK"Non-Invasive Tools to Detect Smoke Contamination in Grapevine Canopies, Berries and Wine: A Remote Sensing and Machine Learning Modeling Approach" LINK
"Optimization of soluble solids content prediction models in 'Hami'melons by means of Vis-NIR spectroscopy and chemometric tools" LINK
"Fast quantitative detection of Black Pepper and Cumin adulterations by near-infrared spectroscopy and multivariate modeling" LINK
"Prediction of toughness and other beef quality characteristics of the m. longissimus thoracis using polarized near-infrared reflectance spectroscopy" LINK
"Application of near infrared for on-line monitoring of heavy fuel oil at thermoelectric power plants. Part I: Development of chemometric models" LINK
What's a Near-Infrared-sensor for combines? Donau Soja collects data from soya fields for the soya yield- and protein prediction model within CYBELE_H2020. The NIR sensor measures & maps protein, oil and other quality parameters in real time during the upcoming harvest season! LINK
"NIRs calibration models for chemical composition and fatty acid families of raw and freeze-dried beef: a comparison" LINK
"Honey botanical origin classification using hyperspectral imaging and machine learning" LINK
CalibrationModel.com
Spectroscopy and Chemometrics News Weekly 34, 2019 | NIRS NIR Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Software Sensors QAQC Testing Quality Checking LabManagers laboratory digitalization LINKSpektroskopie und Chemometrie Neuigkeiten Wöchentlich 34, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Qualitätslabor labdata LINK
Spettroscopia e Chemiometria Weekly News 34, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models LINK
Facts
Most people now know companies like Google & Facebook collect & sell your data. Yet some people still think, "So what? I have nothing to hide." Here's five compelling reasons to tell them why your privacy is worth more than you think! LINKEnvironment
"Relevance of a near infrared spectral index for assessing tillage and fertilization effects on soil water retention" LINKAgriculture
"Fast And Simultaneous Prediction Of Agricultural Soil Nutrients Content Using Infrared Spectroscopy" LINK"Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine learning is needed!" LINK
"Prediction of macronutrients in plant leaves using chemometric analysis and wavelength selection" LINK
Other
"Spectroscopic data supporting investment decisions" LINK.
Near Infrared (NIR)
"Evaluation of diesel exhaust fluid (DEF) using near-infrared spectroscopy and multivariate calibration" LINK"A weighted ensemble method based on wavelength selection for near-infrared spectroscopic calibration" LINK
"110th Anniversary: Real-Time Endpoint Detection of Fluidized Bed Drying Process Based on a Switching Model of Near-Infrared Spectroscopy" LINK
"Supervised Dictionary Learning with Regularization for Near-infrared Spectroscopy Classification" tobacco NIRS LINK
"Evaluation of NIRS as non-destructive test to evaluate quality traits of purple passion fruit" LINK
"A Comparison of Sparse Partial Least Squares and Elastic Net in Wavelength Selection on NIR Spectroscopy Data" LINK
"High-throughput analysis of leaf physiological and chemical traits with VIS-NIR-SWIR spectroscopy: a case study with a maize diversity panel." LINK
"Comparative study on the use of three different near infrared spectroscopy recording methodologies for varietal discrimination of walnuts" LINK
"Support vector machine regression on selected wavelength regions for quantitative analysis of caffeine in tea leaves by near infrared spectroscopy" LINK
"Use of near infrared spectroscopy and spectral database to assess the quality of pharmaceutical products and aid characterization of unknown components" LINK
"Determination of soil organic matter using visible-near infrared spectroscopy and machinelearning" LINK
"Evaluation of acetic acid and ethanol concentration in a rice vinegar internal venturi injector bioreactor using Fourier transform near infrared spectroscopy" LINK
Chemometrics
"Determination of the superficial citral content on microparticles: An application of NIR spectroscopy coupled with chemometric tools" LINK"Non-Invasive Tools to Detect Smoke Contamination in Grapevine Canopies, Berries and Wine: A Remote Sensing and Machine Learning Modeling Approach" LINK
"Optimization of soluble solids content prediction models in 'Hami'melons by means of Vis-NIR spectroscopy and chemometric tools" LINK
"Fast quantitative detection of Black Pepper and Cumin adulterations by near-infrared spectroscopy and multivariate modeling" LINK
"Prediction of toughness and other beef quality characteristics of the m. longissimus thoracis using polarized near-infrared reflectance spectroscopy" LINK
"Application of near infrared for on-line monitoring of heavy fuel oil at thermoelectric power plants. Part I: Development of chemometric models" LINK
What's a Near-Infrared-sensor for combines? Donau Soja collects data from soya fields for the soya yield- and protein prediction model within CYBELE_H2020. The NIR sensor measures & maps protein, oil and other quality parameters in real time during the upcoming harvest season! LINK
"NIRs calibration models for chemical composition and fatty acid families of raw and freeze-dried beef: a comparison" LINK
"Honey botanical origin classification using hyperspectral imaging and machine learning" LINK
CalibrationModel.com
Spectroscopy and Chemometrics News Weekly 34, 2019 | NIRS NIR Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Software Sensors QAQC Testing Quality Checking LabManagers laboratory digitalization LINKSpektroskopie und Chemometrie Neuigkeiten Wöchentlich 34, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Qualitätslabor labdata LINK
Spettroscopia e Chemiometria Weekly News 34, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models LINK
Facts
Most people now know companies like Google & Facebook collect & sell your data. Yet some people still think, "So what? I have nothing to hide." Here's five compelling reasons to tell them why your privacy is worth more than you think! LINKEnvironment
"Relevance of a near infrared spectral index for assessing tillage and fertilization effects on soil water retention" LINKAgriculture
"Fast And Simultaneous Prediction Of Agricultural Soil Nutrients Content Using Infrared Spectroscopy" LINK"Quantitative and qualitative phenotyping of disease resistance of crops by hyperspectral sensors: seamless interlocking of phytopathology, sensors, and machine learning is needed!" LINK
"Prediction of macronutrients in plant leaves using chemometric analysis and wavelength selection" LINK