Digitization in the field of NIR spectroscopy (smart sensors) / Digitalisierung im Bereich der NIR-Spektroskopie / Digitalizzazione nel campo della spettroscopia NIR (sensori intelligenti)

Digitalization is advancing, also in NIR spectroscopy, which enables trainable miniature smart sensors e.g. for analyses in the food&feed, chemical and pharmaceutical sectors.

The calibration is the core of a NIR spectroscopy sensor, it enables the numerous applications and should therefore not be the weakest link in the measurement chain.

The development of calibrations that turn NIR spectrometers into smart sensors is done manually by experts (NIR specialist, chemometrician, data scientist) with so-called chemometrics software.

This is very time-consuming (time to market) and the result is person-dependent and thus suboptimal, because each expert has his own preferred way of proceeding.
In addition, the calibrations have to be maintained, as new data has been collected in the meantime, which can be used to extend and improve the calibrations.

This is where our automated service comes in, combining the knowledge and good practices of NIR spectroscopy and chemometrics collected in one software and using machine learning to generate optimal calibrations.

Based on this, we have developed a complete technology platform (Time to Market) that covers the entire process from sending NIR + Lab data, to NIR Calibration as a Service, from online purchase of calibrations, to NIR Predictor software that directly evaluates newly measured NIR data locally and generates result reports.

Besides the free desktop version with user interface, the NIR Predictor can also be integrated (OEM). This can be integrated in parallel as a complement to your current Predictor, allowing the user to choose how they want to calibrate.
And give them the advantage in NIR feasibility studies and NIR spectrometer evaluations to quickly provide the customer with a solid and accurate calibration that will make their NIR system deliver better results.

Advantages for your NIR users (internal or external)

  • no initial costs (no chemometrics software license required),
  • calculable operating costs (fixed amount instead of time and hourly rate) (calibration development, calibration maintenance)
  • easy to use (no chemometrics and software training),
  • quicker to use (no calibration development work) and
  • better calibrations (precision, accuracy, robustness, ...)

Our chargeable service is based on the calibration development and the annual calibration use.
Calibration development and calibration use can also be carried out separately (manufacturer / user).

For you as a spectrometer manufacturer, this means that you can deliver your system pre-calibrated for certain applications without incurring software license costs. And without your application specialists having to provide additional calibration services.

The unique advantages of our calibration service together with the free NIR Predictor are:

  • no software license costs (chemometrics software, predictor software, OEM integration)
  • no chemometrics know-how necessary
  • no time needed to develop optimal NIR calibrations.

If interested in using/evaluating the service :

About CalibrationModel.com : Time and knowledge intensive creation and optimization of chemometric evaluation methods for spectrometers as a service to enable more accurate analysis and measurement results.

see also

Paradigm Change in NIR

Five Mistakes to avoid on Digitalization in NIR

NIR - Total cost of ownership (TCO)

OEM / White Label Software

White Paper


Die Digitalisierung schreitet voran, so auch in der NIR-Spektroskopie, die trainierbare miniatur Smart-Sensors ermöglicht z.B. für Analysen im Bereich Food&Feed, Chemie und Pharma.

Die Kalibration ist das Kernstück eines NIR-Spektroskopie Sensors, sie ermöglicht die zahlreichen Applikationen und sollte darum nicht das schwächste Glied in der Messkette sein.

Das Entwickeln von Kalibrationen die NIR-Spektrometer zu Smart-Sensoren macht, wird bis an hin von Experten (NIR-Spezialist, Chemometriker, Data Scientist) manuell gemacht mit sogenannter Chemometrie Software.

Das ist sehr zeitintensiv (Time to Market) und das Ergebnis ist personenabhängig und somit suboptimal, denn jeder Experte hat seine eigene bevorzugte Weise wie er vorgeht.
Dazu kommt, dass die Kalibrationen gewartet werden müssen, da in der Zwischenzeit neue Daten gesammelt wurden, die zur Erweiterung und Verbesserung der Kalibrationen genutzt werden kann.

Hier setzt unser automatisierter Service an, der das Wissen und Good-Practices der NIR-Spektroskopie und Chemometrie gesammelt in einer Software vereint und mittels Machine-Learning optimale Kalibrationen erzeugt.

Wir haben darauf aufbauend eine komplette Technologie-Plattform entwickelt (Time to Market), die den ganzen Ablauf vom Senden der NIR + Lab Daten, zu NIR-Kalibration as a Service, vom Online-Kauf der Kalibrationen, bis hin zur NIR-Predictor Software die neu gemessene NIR Daten direkt lokal auswertet und Ergebnis Reports erstellt.

Nebst der freien Desktop Variante mit User Interface kann der NIR-Predictor auch integriert werden (OEM). Das kann parallel als Ergänzung zu ihrem jetzigen Predictor integriert werden und so dem Anwender die Wahl ermöglichen, wie er Kalibrieren möchte.
Und ihnen so den Vorteil verschaffen, bei NIR Feasibility Studies und NIR-Spektrometer Evaluationen, dem Kunden rasch eine solide und genaue Kalibration bereitzustellen, die ihr NIR System bessere Ergebnisse liefern lässt.

Vorteile für ihre NIR-Anwender (intern oder extern)

  • keine Initial-Kosten (keine Chemometrie Software Lizenz nötig),
  • kalkulierbare Betriebs Kosten (fix Betrag statt nach Aufwand und Stundensatz) (Kalibrationsentwicklung, Kalibrations-Pflege)
  • einfach Anwendbar (keine Chemometrie- und Software-Trainings),
  • schneller Einsatzbereit (keine Kalibrations-Entwicklungs Arbeit) und
  • bessere Kalibrationen (precision, accuracy, robustness, …)

Unsere kostenpflichtige Serviceleistung beruht auf der Kalibrationsentwicklung und der jährlichen Kalibrationsnutzung.
Dabei kann die Kalibrationsentwicklung und Kalibrationsnutzung auch getrennt voneinander (Hersteller / User) erfolgen.

Für Sie als Spektrometer Hersteller kommt so die Möglichkeit hinzu, dass Sie für bestimmte Applikationen ihr System Vorkalibriert ausliefern können, ohne dass Software-Lizenz-Kosten fällig werden. Und ohne dass ihre Applikations-Spezialisten zusätzliche Kalibrationsleistung erbringen müssen.

Die einzigartigen Vorteile unseres Calibrations-Service zusammen mit dem free NIR-Predictor sind:

  • keine Software Lizenz Kosten (Chemometrie Software, Predictor Software, OEM integration)
  • kein Chemometrie Know-How nötig
  • kein Zeitaufwand nötig um optimale NIR-Kalibrationen zu entwickeln.

Bei Interesse zur Nutzung/Evaluation des Services :

Über CalibrationModel.com : Zeit- und Wissens-intensive Erstellung und Optimierung von chemometrischen Auswertemethoden für Spektrometer als Service, um präzisere Analysen- und Messergebnisse zu ermöglichen.

see also

Paradigm Change in NIR

Five Mistakes to avoid on Digitalization in NIR

NIR - Total cost of ownership (TCO)

OEM / White Label Software

White Paper


La digitalizzazione sta progredendo, anche nella spettroscopia NIR, che consente l'uso di sensori intelligenti in miniatura addestrabili, ad esempio per analisi nei settori alimentare e dei mangimi, chimico e farmaceutico.

La calibrazione è il cuore di un sensore di spettroscopia NIR, consente le numerose applicazioni e non dovrebbe quindi essere l'anello più debole della catena di misura.

Lo sviluppo delle calibrazioni che trasformano gli spettrometri NIR in sensori intelligenti viene effettuato manualmente da esperti (specialista NIR, chemiometrista, scienziato dei dati) con il cosiddetto software di chemiometria.

Ciò richiede molto tempo (time to market) e il risultato dipende dalla persona ed è quindi subottimale, perché ogni esperto ha il suo modo di procedere preferito.
Inoltre, le calibrazioni devono essere mantenute, poiché nel frattempo sono stati raccolti nuovi dati che possono essere utilizzati per ampliare e migliorare le calibrazioni.

Qui entra in gioco il nostro servizio automatizzato, che combina le conoscenze e le buone pratiche della spettroscopia NIR e della chemiometria in un unico software e genera calibrazioni ottimali mediante l'apprendimento automatico.

Su questa base, abbiamo sviluppato una piattaforma tecnologica completa (Time to Market), che copre l'intero processo dall'invio dei dati NIR + Lab, alla calibrazione NIR come servizio, dall'acquisto online delle calibrazioni, al software NIR Predictor, che valuta direttamente i dati NIR appena misurati a livello locale e genera rapporti sui risultati.

Oltre alla versione desktop gratuita con interfaccia utente, il NIR Predictor può essere integrato (OEM). Questo può essere integrato in parallelo come complemento al vostro Predictor attuale, permettendo all'utente di scegliere come vuole calibrare.
Questo vi offre il vantaggio negli studi di fattibilità NIR e nelle valutazioni degli spettrometri NIR per fornire rapidamente al cliente una calibrazione solida e accurata che farà sì che il vostro sistema NIR fornisca risultati migliori.

Vantaggi per i vostri utenti NIR (interni o esterni)

  • nessun costo iniziale (non è necessaria la licenza del software di chemiometria),
  • costi operativi calcolabili (importo fisso anziché tariffa oraria) (sviluppo della taratura, manutenzione della taratura)
  • facile da usare (nessuna chemiometria e formazione software),
  • più veloce da usare (nessun lavoro di sviluppo di calibrazione) e
  • calibrazioni migliori (precisione, accuratezza, robustezza, ...)

Il nostro servizio a pagamento si basa sullo sviluppo della taratura e sull'utilizzo annuale della taratura.
Lo sviluppo della taratura e l'uso della taratura possono essere effettuati anche separatamente (produttore/utente).

Per voi, in qualità di produttori di spettrometri, ciò significa che potete fornire il vostro sistema pre-calibrato per determinate applicazioni senza incorrere in costi di licenza del software. E senza che i vostri specialisti delle applicazioni debbano fornire ulteriori servizi di taratura.

I vantaggi unici del nostro servizio di calibrazione insieme al predittore NIR Predictor gratuito sono:

  • nessun costo di licenza software (software di chemiometria, software di previsione, integrazione OEM)
  • non è necessario alcun know-how in chemiometria
  • non c'è bisogno di tempo per sviluppare calibrazioni NIR ottimali.

Se interessati all'uso/valutazione del servizio :

Informazioni su CalibrationModel.com : Creazione e ottimizzazione dei metodi di valutazione chemiometrica per gli spettrometri come servizio per consentire analisi e risultati di misura più precisi.

see also

Paradigm Change in NIR

Five Mistakes to avoid on Digitalization in NIR

NIR - Total cost of ownership (TCO)

OEM / White Label Software

White Paper

Spectroscopy and Chemometrics News Weekly #6, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #6, 2019Spettroscopia e Chemiometria Weekly News #6, 2019

CalibrationModel.com

"Automated Analytical Method Development for NIRS. Software/Service Solution for Automation of Machine Learning for the NIR-Spectroscopy Domain." LINK

"Develop customized NIRS applications and freeing up hours of spectroscopy analysts time" LINK

Spectroscopy and Chemometrics News Weekly 5, 2019 | NIRS NIR Spectroscopy Chemometrics analysis Spectral Spectrometer Spectrometric Analytical Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 5, 2019 | NIRS NIR Spektroskopie Chemometrie Proben Analyse Spektrometer Spektral Sensor Nahinfrarot Analysengeräte Analysentechnik Analysemethode Analyzer Nahinfrarotspektroskopie LINK

Spettroscopia e Chemiometria Weekly News 5, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Sensore Attrezzatura analitica LINK

What Lab Managers and QCLaboratory need to know about NIR Spectroscopy (NIRS) Calibration LINK






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


Chemometrics

"PREDICTING THE PHYSICOCHEMICAL properties and geographical ORIGIN of lentils using near infrared spectroscopy" LINK

"Noninvasive quantification of yolk content using Vis-NIR spectroscopy and its effect on hatching time and gender of broiler chicken" LINK

" Non-destructive measurement of internal quality of apple fruit by a contactless NIR spectrometer with genetic algorithm model optimization" LINK

"In-line near infrared spectroscopy for the prediction of moisture content in the tapioca starch drying process" LINK

"Adaptability of near-infrared spectroscopy based quantitative model for nicotine determination in flue-cured tobacco" LINK




Near Infrared

"Estimation of Ascorbic Acid in Intact Acerola (Malpighia emarginata DC) Fruit by NIRS and Chemometric Analysis" LINK

NIRONE Sensor X is a game changer for handheld and consumer products utilizing NIR technology. At PhotonicsWest? Check it out in Booth 5381. LINK




Infrared

"Research on Detection of Multi-adulteration of Sesame Oils by Near-infrared Spectroscopy" LINK

"High order derivative to investigate the complexity of the near infrared spectra of aqueous solutions." LINK

"Willingness-to-Pay-Associated Right Prefrontal Activation During a Single, Real Use of Cosmetics as Revealed by Functional Near-Infrared Spectroscopy" LINK

"Contribution of Near Infrared Spectroscopy to identify CITES Appendix II woods: case of four Dalbergia species from Madagascar" LINK

"The Use of Functional Near-Infrared Spectroscopy to Differentiate Alcohol-Related Neurodevelopmental Impairment." LINK

"A two-level strategy for standardization of near infrared spectra by multi-level simultaneous component analysis." LINK

"Denoising of neuronal signal from mixed systemic low-frequency oscillation using peripheral measurement as noise regressor in near-infrared imaging." LINK




Raman

"Raman chemical feature extraction for quality control of dairy products" |(18)31041-5/fulltext LINK




Equipment

"Building a Nanodrop Style UV/Vis Spectrometer" LINK




Process Control

"Orthogonal redundant monitoring of a new continuous fluid-bed dryer for pharmaceutical processing by means of mass and energy balance calculations and spectroscopic techniques" LINK




Environment

"Feasibility of Unmanned Aerial Vehicle Optical Imagery for Early Detection and Severity Assessment of Late Blight in Potato" RemoteSensing LINK




Agriculture

"Integration of spectral and textural features of visible and near-infrared hyperspectral imaging for differentiating between normal and white striping broiler breast meat." LINK

"Occurrence and distribution of unsubstituted B-ring flavanones in Eucalyptus foliage" LINK

"Rapid evaluation of soil fertility in tea plantation based on near-infrared spectroscopy" LINK

"Discrimination and prediction of polyphenolic compounds and total antioxidant capacity in sorghum grains" LINK

"The Association between Breastmilk Glucocorticoid Concentrations and Macronutrient Contents Throughout the Day" Nutrients LINK

"Probabilistic artificial neural network and E-nose based classification of Rhyzopertha dominica infestation in stored rice grains" LINK




Medicinal

"Analysis on Brain Activation and Eye Movement Related to Confidence for Responses to Multiple Choice Questions" LINK




Laboratory

As with any field, spectroscopy has unique terminology. Former Editor-in-Chief Peter Griffiths wrote the Spectroscopic Nomenclature for the journal, which is available at LINK

Food feed ag labs laboratories material testing QC QA NIR Spectroscopy LINK




Other

"Why There Will Be No Data Science Job Titles By 2029" DataScience LINK





.

CalibrationModel.com

"Automated Analytical Method Development for NIRS. Software/Service Solution for Automation of Machine Learning for the NIR-Spectroscopy Domain." LINK

"Develop customized NIRS applications and freeing up hours of spectroscopy analysts time" LINK

Spectroscopy and Chemometrics News Weekly 5, 2019 | NIRS NIR Spectroscopy Chemometrics analysis Spectral Spectrometer Spectrometric Analytical Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 5, 2019 | NIRS NIR Spektroskopie Chemometrie Proben Analyse Spektrometer Spektral Sensor Nahinfrarot Analysengeräte Analysentechnik Analysemethode Analyzer Nahinfrarotspektroskopie LINK

Spettroscopia e Chemiometria Weekly News 5, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Sensore Attrezzatura analitica LINK

What Lab Managers and QCLaboratory need to know about NIR Spectroscopy (NIRS) Calibration LINK






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


Chemometrics

"PREDICTING THE PHYSICOCHEMICAL properties and geographical ORIGIN of lentils using near infrared spectroscopy" LINK

"Noninvasive quantification of yolk content using Vis-NIR spectroscopy and its effect on hatching time and gender of broiler chicken" LINK

" Non-destructive measurement of internal quality of apple fruit by a contactless NIR spectrometer with genetic algorithm model optimization" LINK

"In-line near infrared spectroscopy for the prediction of moisture content in the tapioca starch drying process" LINK

"Adaptability of near-infrared spectroscopy based quantitative model for nicotine determination in flue-cured tobacco" LINK




Near Infrared

"Estimation of Ascorbic Acid in Intact Acerola (Malpighia emarginata DC) Fruit by NIRS and Chemometric Analysis" LINK

NIRONE Sensor X is a game changer for handheld and consumer products utilizing NIR technology. At PhotonicsWest? Check it out in Booth 5381. LINK




Infrared

"Research on Detection of Multi-adulteration of Sesame Oils by Near-infrared Spectroscopy" LINK

"High order derivative to investigate the complexity of the near infrared spectra of aqueous solutions." LINK

"Willingness-to-Pay-Associated Right Prefrontal Activation During a Single, Real Use of Cosmetics as Revealed by Functional Near-Infrared Spectroscopy" LINK

"Contribution of Near Infrared Spectroscopy to identify CITES Appendix II woods: case of four Dalbergia species from Madagascar" LINK

"The Use of Functional Near-Infrared Spectroscopy to Differentiate Alcohol-Related Neurodevelopmental Impairment." LINK

"A two-level strategy for standardization of near infrared spectra by multi-level simultaneous component analysis." LINK

"Denoising of neuronal signal from mixed systemic low-frequency oscillation using peripheral measurement as noise regressor in near-infrared imaging." LINK




Raman

"Raman chemical feature extraction for quality control of dairy products" |(18)31041-5/fulltext LINK




Equipment

"Building a Nanodrop Style UV/Vis Spectrometer" LINK




Process Control

"Orthogonal redundant monitoring of a new continuous fluid-bed dryer for pharmaceutical processing by means of mass and energy balance calculations and spectroscopic techniques" LINK




Environment

"Feasibility of Unmanned Aerial Vehicle Optical Imagery for Early Detection and Severity Assessment of Late Blight in Potato" RemoteSensing LINK




Agriculture

"Integration of spectral and textural features of visible and near-infrared hyperspectral imaging for differentiating between normal and white striping broiler breast meat." LINK

"Occurrence and distribution of unsubstituted B-ring flavanones in Eucalyptus foliage" LINK

"Rapid evaluation of soil fertility in tea plantation based on near-infrared spectroscopy" LINK

"Discrimination and prediction of polyphenolic compounds and total antioxidant capacity in sorghum grains" LINK

"The Association between Breastmilk Glucocorticoid Concentrations and Macronutrient Contents Throughout the Day" Nutrients LINK

"Probabilistic artificial neural network and E-nose based classification of Rhyzopertha dominica infestation in stored rice grains" LINK




Medicinal

"Analysis on Brain Activation and Eye Movement Related to Confidence for Responses to Multiple Choice Questions" LINK




Laboratory

As with any field, spectroscopy has unique terminology. Former Editor-in-Chief Peter Griffiths wrote the Spectroscopic Nomenclature for the journal, which is available at LINK

Food feed ag labs laboratories material testing QC QA NIR Spectroscopy LINK




Other

"Why There Will Be No Data Science Job Titles By 2029" DataScience LINK





.

CalibrationModel.com

"Automated Analytical Method Development for NIRS. Software/Service Solution for Automation of Machine Learning for the NIR-Spectroscopy Domain." LINK

"Develop customized NIRS applications and freeing up hours of spectroscopy analysts time" LINK

Spectroscopy and Chemometrics News Weekly 5, 2019 | NIRS NIR Spectroscopy Chemometrics analysis Spectral Spectrometer Spectrometric Analytical Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 5, 2019 | NIRS NIR Spektroskopie Chemometrie Proben Analyse Spektrometer Spektral Sensor Nahinfrarot Analysengeräte Analysentechnik Analysemethode Analyzer Nahinfrarotspektroskopie LINK

Spettroscopia e Chemiometria Weekly News 5, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Sensore Attrezzatura analitica LINK

What Lab Managers and QCLaboratory need to know about NIR Spectroscopy (NIRS) Calibration LINK






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


Chemometrics

"PREDICTING THE PHYSICOCHEMICAL properties and geographical ORIGIN of lentils using near infrared spectroscopy" LINK

"Noninvasive quantification of yolk content using Vis-NIR spectroscopy and its effect on hatching time and gender of broiler chicken" LINK

" Non-destructive measurement of internal quality of apple fruit by a contactless NIR spectrometer with genetic algorithm model optimization" LINK

"In-line near infrared spectroscopy for the prediction of moisture content in the tapioca starch drying process" LINK

"Adaptability of near-infrared spectroscopy based quantitative model for nicotine determination in flue-cured tobacco" LINK




Near Infrared

"Estimation of Ascorbic Acid in Intact Acerola (Malpighia emarginata DC) Fruit by NIRS and Chemometric Analysis" LINK

NIRONE Sensor X is a game changer for handheld and consumer products utilizing NIR technology. At PhotonicsWest? Check it out in Booth 5381. LINK




Infrared

"Research on Detection of Multi-adulteration of Sesame Oils by Near-infrared Spectroscopy" LINK

"High order derivative to investigate the complexity of the near infrared spectra of aqueous solutions." LINK

"Willingness-to-Pay-Associated Right Prefrontal Activation During a Single, Real Use of Cosmetics as Revealed by Functional Near-Infrared Spectroscopy" LINK

"Contribution of Near Infrared Spectroscopy to identify CITES Appendix II woods: case of four Dalbergia species from Madagascar" LINK

"The Use of Functional Near-Infrared Spectroscopy to Differentiate Alcohol-Related Neurodevelopmental Impairment." LINK

"A two-level strategy for standardization of near infrared spectra by multi-level simultaneous component analysis." LINK

"Denoising of neuronal signal from mixed systemic low-frequency oscillation using peripheral measurement as noise regressor in near-infrared imaging." LINK




Raman

"Raman chemical feature extraction for quality control of dairy products" |(18)31041-5/fulltext LINK




Equipment

"Building a Nanodrop Style UV/Vis Spectrometer" LINK




Process Control

"Orthogonal redundant monitoring of a new continuous fluid-bed dryer for pharmaceutical processing by means of mass and energy balance calculations and spectroscopic techniques" LINK




Environment

"Feasibility of Unmanned Aerial Vehicle Optical Imagery for Early Detection and Severity Assessment of Late Blight in Potato" RemoteSensing LINK




Agriculture

"Integration of spectral and textural features of visible and near-infrared hyperspectral imaging for differentiating between normal and white striping broiler breast meat." LINK

"Occurrence and distribution of unsubstituted B-ring flavanones in Eucalyptus foliage" LINK

"Rapid evaluation of soil fertility in tea plantation based on near-infrared spectroscopy" LINK

"Discrimination and prediction of polyphenolic compounds and total antioxidant capacity in sorghum grains" LINK

"The Association between Breastmilk Glucocorticoid Concentrations and Macronutrient Contents Throughout the Day" Nutrients LINK

"Probabilistic artificial neural network and E-nose based classification of Rhyzopertha dominica infestation in stored rice grains" LINK




Medicinal

"Analysis on Brain Activation and Eye Movement Related to Confidence for Responses to Multiple Choice Questions" LINK




Laboratory

As with any field, spectroscopy has unique terminology. Former Editor-in-Chief Peter Griffiths wrote the Spectroscopic Nomenclature for the journal, which is available at LINK

Food feed ag labs laboratories material testing QC QA NIR Spectroscopy LINK




Other

"Why There Will Be No Data Science Job Titles By 2029" DataScience LINK





.

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

CalibrationModel.com

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

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

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

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






Chemometrics

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

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

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

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




Near Infrared

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

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

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

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

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

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




Infrared

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

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

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

"Biodiesel Synthesis Monitoring using Near Infrared Spectroscopy" LINK

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




Hyperspectral

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




Environment

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




Other

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





CalibrationModel.com

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

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

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

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






Chemometrics

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

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

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

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




Near Infrared

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

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

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

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

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

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




Infrared

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

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

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

"Biodiesel Synthesis Monitoring using Near Infrared Spectroscopy" LINK

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




Hyperspectral

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




Environment

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




Other

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





CalibrationModel.com

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

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

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

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






Chemometrics

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

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

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

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




Near Infrared

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

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

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

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

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

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




Infrared

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

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

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

"Biodiesel Synthesis Monitoring using Near Infrared Spectroscopy" LINK

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




Hyperspectral

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




Environment

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




Other

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





Spectroscopy and Chemometrics News Weekly #45-47, 2018Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #45-47, 2018Spettroscopia e Chemiometria Weekly News #45-47, 2018

CalibrationModel.com

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




Chemometrics

"A novel ensemble model using PLSR integrated with multiple activation functions based ELM: Applications to soft sensor development" LINK

"Heterocorrelation Using Polarized Raman Spectra in the Characterization of Polymers" LINK

"Chemometric approach for discriminating tobacco trademarks by near infrared spectroscopy." LINK

"Quantification of Oil Content in Intact Sugar Beet Seed by Near-Infrared Spectroscopy" Agronomy LINK

"Evaluation of chemometric approaches for polymorphs quantification in tablets using near-infrared hyperspectral images." LINK

"Classification of aflatoxin contaminated single Corn kernels by Ultraviolet to near Infrared spectroscopy" LINK

"A GA‐based stacking algorithm for predicting soil organic matter from vis–NIR spectral data" LINK




Near Infrared

"NIR Spectroscopy for Quality Evaluation of Fruits and Vegetables" LINK

"NIRS Calibration of Aflatoxin in Maize" LINK

"Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)" LINK




Infrared

"Determination of Stevioside and Rebaudioside A in Stevia rebaudiana Bertoni Leaves Using near Infrared Spectroscopy and Multivariate Data Analysis" LINK

"Mid-Infrared Waveguides: A Perspective" optical infrared sensors chembio sensing LINK

"Application of visible-near infrared spectroscopy to evaluate the quality of button mushrooms" harvest LINK




Raman

"Raman Spectroscopy of Blood and Blood Components" hemoglobin LINK

How food producers are upping their game with digital data is explaned by Matt Stillwell, Digital Marketing Manager trough examples of Chile and USA users of the sorting technology LINK

"Applications of Raman Spectroscopy in Biopharmaceutical Manufacturing: A Short Review" OnlineMonitoring LINK




Optics

"Metamaterials allow researchers to shrink a synchrotron onto a chip - An optical chip smaller than a penny can produce terahertz radiation, with potential applications in spectroscopy" terahertz spectroscopy LINK




Facts

''Digital is the main reason over half of the companies on the Fortune 500 have disappeared since the year 2000.'' - Pierre Nanterme quote tech startups AI bigdata digitaltransformation marketing LINK




Environment

"Log‐ratio transformation is the key to determining soil organic carbon fractions with near‐infrared spectroscopy" LINK

"Mobile Spectroscopic Instrumentation in Archaeometry Research" Portable instrumentation, ArtAnalysis, Archaeometry, Archaeology Insitu LINK




Agriculture

"Bulk Protein and Oil Prediction in Soybean Using Transmission Raman Spectroscopy: A Comparison of Approaches to Optimize Accuracy" LINK

This Robot could make farming your new weekend activity by | ArtificialIntelligence AI MachineLearning ML Agriculture Bigdata Robotics Technology Digital Videos RT Cc: LINK

"Automation for Water and Nitrogen Deficit Stress Detection in Soilless Tomato Crops Based on Spectral Indices" Horticulturae LINK




Other

IBM developed the world's smallest computer by | ArtificialIntelligence AI IoT InternetOfThings Technology ConnectedDevices DigitalTransformation Innovation SmartTech Videos RT Cc: LINK

"Inline Spectroscopy: From Concept to Function" Instrumentation, OpticalDesign, IndustrialApplications LINK



CalibrationModel.com

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




Chemometrics

"A novel ensemble model using PLSR integrated with multiple activation functions based ELM: Applications to soft sensor development" LINK

"Heterocorrelation Using Polarized Raman Spectra in the Characterization of Polymers" LINK

"Chemometric approach for discriminating tobacco trademarks by near infrared spectroscopy." LINK

"Quantification of Oil Content in Intact Sugar Beet Seed by Near-Infrared Spectroscopy" Agronomy LINK

"Evaluation of chemometric approaches for polymorphs quantification in tablets using near-infrared hyperspectral images." LINK

"Classification of aflatoxin contaminated single Corn kernels by Ultraviolet to near Infrared spectroscopy" LINK

"A GA‐based stacking algorithm for predicting soil organic matter from vis–NIR spectral data" LINK




Near Infrared

"NIR Spectroscopy for Quality Evaluation of Fruits and Vegetables" LINK

"NIRS Calibration of Aflatoxin in Maize" LINK

"Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)" LINK




Infrared

"Determination of Stevioside and Rebaudioside A in Stevia rebaudiana Bertoni Leaves Using near Infrared Spectroscopy and Multivariate Data Analysis" LINK

"Mid-Infrared Waveguides: A Perspective" optical infrared sensors chembio sensing LINK

"Application of visible-near infrared spectroscopy to evaluate the quality of button mushrooms" harvest LINK




Raman

"Raman Spectroscopy of Blood and Blood Components" hemoglobin LINK

How food producers are upping their game with digital data is explaned by Matt Stillwell, Digital Marketing Manager trough examples of Chile and USA users of the sorting technology LINK

"Applications of Raman Spectroscopy in Biopharmaceutical Manufacturing: A Short Review" OnlineMonitoring LINK




Optics

"Metamaterials allow researchers to shrink a synchrotron onto a chip - An optical chip smaller than a penny can produce terahertz radiation, with potential applications in spectroscopy" terahertz spectroscopy LINK




Facts

''Digital is the main reason over half of the companies on the Fortune 500 have disappeared since the year 2000.'' - Pierre Nanterme quote tech startups AI bigdata digitaltransformation marketing LINK




Environment

"Log‐ratio transformation is the key to determining soil organic carbon fractions with near‐infrared spectroscopy" LINK

"Mobile Spectroscopic Instrumentation in Archaeometry Research" Portable instrumentation, ArtAnalysis, Archaeometry, Archaeology Insitu LINK




Agriculture

"Bulk Protein and Oil Prediction in Soybean Using Transmission Raman Spectroscopy: A Comparison of Approaches to Optimize Accuracy" LINK

This Robot could make farming your new weekend activity by | ArtificialIntelligence AI MachineLearning ML Agriculture Bigdata Robotics Technology Digital Videos RT Cc: LINK

"Automation for Water and Nitrogen Deficit Stress Detection in Soilless Tomato Crops Based on Spectral Indices" Horticulturae LINK




Other

IBM developed the world's smallest computer by | ArtificialIntelligence AI IoT InternetOfThings Technology ConnectedDevices DigitalTransformation Innovation SmartTech Videos RT Cc: LINK

"Inline Spectroscopy: From Concept to Function" Instrumentation, OpticalDesign, IndustrialApplications LINK



CalibrationModel.com

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




Chemometrics

"A novel ensemble model using PLSR integrated with multiple activation functions based ELM: Applications to soft sensor development" LINK

"Heterocorrelation Using Polarized Raman Spectra in the Characterization of Polymers" LINK

"Chemometric approach for discriminating tobacco trademarks by near infrared spectroscopy." LINK

"Quantification of Oil Content in Intact Sugar Beet Seed by Near-Infrared Spectroscopy" Agronomy LINK

"Evaluation of chemometric approaches for polymorphs quantification in tablets using near-infrared hyperspectral images." LINK

"Classification of aflatoxin contaminated single Corn kernels by Ultraviolet to near Infrared spectroscopy" LINK

"A GA‐based stacking algorithm for predicting soil organic matter from vis–NIR spectral data" LINK




Near Infrared

"NIR Spectroscopy for Quality Evaluation of Fruits and Vegetables" LINK

"NIRS Calibration of Aflatoxin in Maize" LINK

"Quantification of pharmaceutical compounds in wastewater samples by Near Infrared Spectroscopy (NIR)" LINK




Infrared

"Determination of Stevioside and Rebaudioside A in Stevia rebaudiana Bertoni Leaves Using near Infrared Spectroscopy and Multivariate Data Analysis" LINK

"Mid-Infrared Waveguides: A Perspective" optical infrared sensors chembio sensing LINK

"Application of visible-near infrared spectroscopy to evaluate the quality of button mushrooms" harvest LINK




Raman

"Raman Spectroscopy of Blood and Blood Components" hemoglobin LINK

How food producers are upping their game with digital data is explaned by Matt Stillwell, Digital Marketing Manager trough examples of Chile and USA users of the sorting technology LINK

"Applications of Raman Spectroscopy in Biopharmaceutical Manufacturing: A Short Review" OnlineMonitoring LINK




Optics

"Metamaterials allow researchers to shrink a synchrotron onto a chip - An optical chip smaller than a penny can produce terahertz radiation, with potential applications in spectroscopy" terahertz spectroscopy LINK




Facts

''Digital is the main reason over half of the companies on the Fortune 500 have disappeared since the year 2000.'' - Pierre Nanterme quote tech startups AI bigdata digitaltransformation marketing LINK




Environment

"Log‐ratio transformation is the key to determining soil organic carbon fractions with near‐infrared spectroscopy" LINK

"Mobile Spectroscopic Instrumentation in Archaeometry Research" Portable instrumentation, ArtAnalysis, Archaeometry, Archaeology Insitu LINK




Agriculture

"Bulk Protein and Oil Prediction in Soybean Using Transmission Raman Spectroscopy: A Comparison of Approaches to Optimize Accuracy" LINK

This Robot could make farming your new weekend activity by | ArtificialIntelligence AI MachineLearning ML Agriculture Bigdata Robotics Technology Digital Videos RT Cc: LINK

"Automation for Water and Nitrogen Deficit Stress Detection in Soilless Tomato Crops Based on Spectral Indices" Horticulturae LINK




Other

IBM developed the world's smallest computer by | ArtificialIntelligence AI IoT InternetOfThings Technology ConnectedDevices DigitalTransformation Innovation SmartTech Videos RT Cc: LINK

"Inline Spectroscopy: From Concept to Function" Instrumentation, OpticalDesign, IndustrialApplications LINK