Digitalization meets NIR-Spectroscopy Prediction Modelling

Imagine a free NIR-Prediction software that works locally
and a Chemometric Modeling as a Service at fix cost
and you can anonymize your data before sending it to external calibration service.

That already exists!

  • Free NIR-Predictor software for smart predictions results with outlier check.
    • Create bulk predictions report of new or historical data with drag & drop.
    • Compatible with your NIR Spectrometer data.
    • OEM availability for integration.

  • Optimized Calibration Models at fix cost without spending your time.
    • Get more out of your NIR system, feasibility studies you never tried and increase analysis performance.
    • No need for owning and using a Chemometric software.
    • Interpretable models with access to the wavelengths selection or complete calibration settings report.

  • Privacy by Design and by Default (GDPR)
    • You own your data. You have full control over your data. We do not collect your data.
    • Durable access to local prediction software and local calibrations with unlimited number and fast predictions.
    • With JCAMP-Anonymizer software you can anonymize your data before sending it to external calibration service.

Learn more

NIR-Predictor Software

Anonymize your NIR spectroscopy data


Spectroscopy and Chemometrics News Weekly #3, 2019

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

How to Develop Near-Infrared Spectroscopy Calibrations in the 21st Century? | Chemometrics Analytische Chemie LINK

Spectroscopy and Chemometrics News Weekly 2, 2019 | NIRS NIR Spectroscopy Chemometrics analysis Spectral Spectrometer Spectrometric Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 2, 2019 | NIRS NIR Spektroskopie Chemometrie Proben Analyse Spektrometer Spektral Sensor Nahinfrarot Analysengeräte Analysentechnik Analysemethode Analyzer Nahinfrarotspektroskopie LINK

Spettroscopia e Chemiometria Weekly News 2, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Sensore Attrezzatura analitica LINK



“Nondestructive Detection of Postharvest Quality of Cherry Tomatoes Using a Portable NIR Spectrometer and Chemometric Algorithms” LINK

“The Quality Control of Tea by Near-Infrared Reflectance (NIR) Spectroscopy and Chemometrics” LINK

“Evaluation of Machine Learning Approaches to Predict Soil Organic Matter and pH Using vis-NIR Spectra.” LINK

“Effect of cultivar and season on the robustness of PLS models for soluble solid content prediction in apricots using FT-NIRS” LINK

“Evaluation of Machine Learning Approaches to Predict Soil Organic Matter and pH Using vis-NIR Spectra” LINK

“High dimensional chemometric algorithms for analyzing temperature dependent near infrared spectra” LINK

Near Infrared

“Cortical Network Response to Acupuncture and the Effect of the Hegu Point: An fNIRS Study” Sensors LINK

How do you tell if an injured brain is getting better? Researchers at and are applying functional near-infrared spectroscopy (fNIRS) to brain imaging, giving them a real-time look at the brain’s neuronal activity. health LINK

“Quantitative analysis of volatile organic compound using novel chemoselective response dye based on Vis-NIRS coupled Si-PLS” LINK

“Rapid determination of phytosterols by NIRS and chemometric methods” LINK

“NIR spectroscopy research in the Ozaki group for the last 30 years” LINK

“Multivariate and machine learning approaches for honey botanical origin authentication using near infrared spectroscopy” NIRS LINK

“How organic is organic milk? Can we have a quick check?” NIRS LINK

“Quantitative analysis of yeast growth process based on FT-NIR spectroscopy and aquaphotomics” LINK

“Qualitative analysis of the roots of salvia miltiorrhiza and Salvia yunnanensis based on NIR, UHPLC and LC-MS-MS” LINK

“Recent Trend in NIR Spectroscopy including Quantum Chemistry and 2D-COS and its Future Potential for Aquaphotomics” LINK


“Near infrared spectroscopic analysis of total alkaloids as nicotine, total nitrogen and total ash in Cuban cigar tobacco” LINK

“Recording invisible proofs to compose stone narratives. Applications of Near Infrared Spectroscopy in provenance studies.” LINK

“Integration of a Bifunctional Quantum Cascade Laser with Detection for Lab-on-a-Chip Mid-Infrared Absorption Spectroscopy” LINK

“Near infrared estimation of concentration of ginsenosides in Asian ginseng” LINK

“A Review on the Use of Wearable Functional Near-Infrared Spectroscopy in Naturalistic Environments.” LINK

“Variety Identification of Raisins Using Near-Infrared Hyperspectral Imaging.” LINK

New JSI Paper: Raman and Fourier transform infrared hyperspectral imaging to study dairy residues on different surface | milk Dairy Raman FTIR hyperspectral imaging LINK


“Biogeochemical specificity of adjacent natural carbonated spring waters from Swiss Alps promptly revealed by SERS and Raman technology” LINK


“ultra-compact grating type spectrometer that provides high sensitivity in the near infrared region. As such, it is capable of acquiring continuous spectrum.” LINK

“Impact of Alkyl Side Chain Length on Doping Kinetics, Thermopower and Charge Transport Properties in Highly Oriented F4TCNQ-Doped PBTTT films” LINK

Process Control

“Optimization of pickled herring production-Approaches for process and quality control” |(038dda2a-c1b9-4328-844f-7d1ab0531a0b).html LINK


“Intelligent Spectroscopy System Used for Physicochemical Variables Estimation in Sugar Cane Soils” LINK


“Robotized Early Plant Health Monitoring System” LINK

“Metabolic nitrogen and carbohydrate pools as potential quality indicators of supply chains for ornamental young plants” LINK

“Short communication: Fourier-transform mid-infrared spectroscopy to predict coagulation and acidity traits of sheep bulk milk” |(19)30008-6/fulltext?rss=yes LINK

“Influence of moisture and grain sizes on the analysis of nutrients in agricultural soils using LIBS” LINK

“Adaptive torrefaction of stem biomass in a horizontal moving bed with normalized direct measurement of quality characteristics” LINK

“The substratostat-an automated near-infrared spectroscopy-based variable-feed system for the continuous alcoholic fed-batch fermentation of high gravity grape must at static sugar concentrations ” LINK


“Laboratory customized online measurements for the prediction of the key-parameters of biomass quality control” LINK


“Fabrication and characterisation of viscose fibre with photoinduced heat-generating properties” LINK

“Prediksi Parameter Kematangan Buah Melon Menggunakan Spektroskopi Near Infra-red” LINK