Spectroscopy and Chemometrics News Weekly #45, 2020Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #45, 2020Spettroscopia e Chemiometria Weekly News #45, 2020

NIR Calibration-Model Services

Get the NIR-Spectroscopy and Chemometrics (Machine-Learning) News Weekly in real time on Twitter @ CalibModel and follow us.

Spectroscopy and Chemometrics News Weekly 44, 2020 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Food Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK




Near-Infrared Spectroscopy (NIRS)

" Investigating the Effect of Near Infra-red Spectroscopy (NIRS) on Early Diagnosis of Cardiac Surgery Associated Acute Kidney Injury" LINK

"Routine NIRS analysis methodology to predict quality and safety indexes in spinach plants during their growing season in the field" LINK

"AVANCES EN EL DESARROLLO DE MODELOS DE PREDICCIÓN DE FINURA EN FIBRA DE LLAMA Y VICUÑA CON ESPECTROSCOPÍA NIR" LINK

"Pine nut species recognition using NIR spectroscopy and image analysis" LINK

"Fast and Non-Destructive Prediction of Moisture Content and Chologenic Acid of Intact Coffee Beans Using Near Infrared Reflectance Spectroscopy"LINK




Infrared Spectroscopy (IR) and Near-Infrared Spectroscopy (NIR)

"Kernel partial least squares model for pectin content in peach using near‐infrared spectroscopy" LINK

"Non-Invasive Analysis of Actinic Keratosis before and after Topical Treatment Using a Cold Stimulation and Near-Infrared Spectroscopy." LINK

"Evaluation of Dianhong black tea quality using nearinfrared hyperspectral imaging technology" LINK

"Detection of the quality of juicy peach during storage by visible/near infrared spectroscopy" LINK




Hyperspectral Imaging (HSI)

"Discrimination of common defects in loquat fruit cv.'Algerie'using hyperspectral imaging and machine learning techniques" LINK




Chemometrics and Machine Learning

"Improving moisture and soluble solids content prediction in pear fruit using near-infrared spectroscopy with variable selection and model updating approach" LINK

"Rapid high-throughput determination of major components and amino acids in a single peanut kernel based on portable near-infrared spectroscopy combined with chemometrics" LINK

"Categorization and authentication of Beijingyou chicken from four breeds of chickens using nearinfrared hyperspectral imaging combined with chemometrics" LINK

"Applied Sciences, Vol. 10, Pages 6724: Classification of Rice and Starch Flours by Using Multiple Hyperspectral Imaging Systems and Chemometric Methods" LINK

"Spectral Fingerprints Predict Functional Phenotypes of a Native Shrub" LINK




Equipment for Spectroscopy

"Evaluation of black tea by using smartphone imaging coupled with micro-near-infrared spectrometer" LINK




Process Control and NIR Sensors

"Real-time determination and visualization of two independent quantities during a manufacturing process of pharmaceutical tablets by near-infrared hyperspectral imaging combined with ..." LINK




Environment NIR-Spectroscopy Application

"Effect of organic fertilizers on glomalin content and soil organic matter quality" LINK

"A combined data mining approach for on-line prediction of key soil quality indicators by Vis-NIR spectroscopy" LINK

"Identification of Plastic Type and Surface Roughness of Film-Type Plastics in Water Using KramersKronig Analysis" Chemosensors LINK




Agriculture NIR-Spectroscopy Usage

"Hyperspectral and Thermal Sensing of Stomatal Conductance, Transpiration, and Photosynthesis for Soybean and Maize under Drought" LINK

"Agriculture, Vol. 10, Pages 436: Machine Learning for Plant Breeding and Biotechnology" LINK

"Soil Organic Carbon Stabilization: Influence of Tillage on Mineralogical and Chemical Parameters" LINK




Horticulture NIR-Spectroscopy Applications

"Application of Vis/NIR spectroscopy for the estimation of soluble solids, dry matter and flesh firmness in stone fruits" LINK




Medicinal Spectroscopy

"Quantitative diffuse optical spectroscopy for noninvasive measurements of the malaria pigment hemozoin" LINK




Other

"Structural and Optical Characterization of As-grown and Annealed ZnxCd1-xS Thin-films by CBD for Solar Cell Applications" LINK

"Rapid SARS-CoV-2 Detection by Carbon Nanotube-Based Near-Infrared Nanosensors" LINK

"Structural, electrochemical and optical properties of 1, 2, 4-triazine derivative" LINK




NIR Calibration-Model Services

Get the NIR-Spectroscopy and Chemometrics (Machine-Learning) News Weekly in real time on Twitter @ CalibModel and follow us.

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 44, 2020 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Labor Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK




Near-Infrared Spectroscopy (NIRS)

" Investigating the Effect of Near Infra-red Spectroscopy (NIRS) on Early Diagnosis of Cardiac Surgery Associated Acute Kidney Injury" LINK

"Routine NIRS analysis methodology to predict quality and safety indexes in spinach plants during their growing season in the field" LINK

"AVANCES EN EL DESARROLLO DE MODELOS DE PREDICCIÓN DE FINURA EN FIBRA DE LLAMA Y VICUÑA CON ESPECTROSCOPÍA NIR" LINK

"Pine nut species recognition using NIR spectroscopy and image analysis" LINK

"Fast and Non-Destructive Prediction of Moisture Content and Chologenic Acid of Intact Coffee Beans Using Near Infrared Reflectance Spectroscopy"LINK




Infrared Spectroscopy (IR) and Near-Infrared Spectroscopy (NIR)

"Kernel partial least squares model for pectin content in peach using near‐infrared spectroscopy" LINK

"Non-Invasive Analysis of Actinic Keratosis before and after Topical Treatment Using a Cold Stimulation and Near-Infrared Spectroscopy." LINK

"Evaluation of Dianhong black tea quality using nearinfrared hyperspectral imaging technology" LINK

"Detection of the quality of juicy peach during storage by visible/near infrared spectroscopy" LINK




Hyperspectral Imaging (HSI)

"Discrimination of common defects in loquat fruit cv.'Algerie'using hyperspectral imaging and machine learning techniques" LINK




Chemometrics and Machine Learning

"Improving moisture and soluble solids content prediction in pear fruit using near-infrared spectroscopy with variable selection and model updating approach" LINK

"Rapid high-throughput determination of major components and amino acids in a single peanut kernel based on portable near-infrared spectroscopy combined with chemometrics" LINK

"Categorization and authentication of Beijingyou chicken from four breeds of chickens using nearinfrared hyperspectral imaging combined with chemometrics" LINK

"Applied Sciences, Vol. 10, Pages 6724: Classification of Rice and Starch Flours by Using Multiple Hyperspectral Imaging Systems and Chemometric Methods" LINK

"Spectral Fingerprints Predict Functional Phenotypes of a Native Shrub" LINK




Equipment for Spectroscopy

"Evaluation of black tea by using smartphone imaging coupled with micro-near-infrared spectrometer" LINK




Process Control and NIR Sensors

"Real-time determination and visualization of two independent quantities during a manufacturing process of pharmaceutical tablets by near-infrared hyperspectral imaging combined with ..." LINK




Environment NIR-Spectroscopy Application

"Effect of organic fertilizers on glomalin content and soil organic matter quality" LINK

"A combined data mining approach for on-line prediction of key soil quality indicators by Vis-NIR spectroscopy" LINK

"Identification of Plastic Type and Surface Roughness of Film-Type Plastics in Water Using KramersKronig Analysis" Chemosensors LINK




Agriculture NIR-Spectroscopy Usage

"Hyperspectral and Thermal Sensing of Stomatal Conductance, Transpiration, and Photosynthesis for Soybean and Maize under Drought" LINK

"Agriculture, Vol. 10, Pages 436: Machine Learning for Plant Breeding and Biotechnology" LINK

"Soil Organic Carbon Stabilization: Influence of Tillage on Mineralogical and Chemical Parameters" LINK




Horticulture NIR-Spectroscopy Applications

"Application of Vis/NIR spectroscopy for the estimation of soluble solids, dry matter and flesh firmness in stone fruits" LINK




Medicinal Spectroscopy

"Quantitative diffuse optical spectroscopy for noninvasive measurements of the malaria pigment hemozoin" LINK




Other

"Structural and Optical Characterization of As-grown and Annealed ZnxCd1-xS Thin-films by CBD for Solar Cell Applications" LINK

"Rapid SARS-CoV-2 Detection by Carbon Nanotube-Based Near-Infrared Nanosensors" LINK

"Structural, electrochemical and optical properties of 1, 2, 4-triazine derivative" LINK




NIR Calibration-Model Services

Get the NIR-Spectroscopy and Chemometrics (Machine-Learning) News Weekly in real time on Twitter @ CalibModel and follow us.

Spettroscopia e Chemiometria Weekly News 44, 2020 | NIRS NIR Spettroscopia MachineLearning analisi Cibo Alimenti Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità QualityControl LINK




Near-Infrared Spectroscopy (NIRS)

" Investigating the Effect of Near Infra-red Spectroscopy (NIRS) on Early Diagnosis of Cardiac Surgery Associated Acute Kidney Injury" LINK

"Routine NIRS analysis methodology to predict quality and safety indexes in spinach plants during their growing season in the field" LINK

"AVANCES EN EL DESARROLLO DE MODELOS DE PREDICCIÓN DE FINURA EN FIBRA DE LLAMA Y VICUÑA CON ESPECTROSCOPÍA NIR" LINK

"Pine nut species recognition using NIR spectroscopy and image analysis" LINK

"Fast and Non-Destructive Prediction of Moisture Content and Chologenic Acid of Intact Coffee Beans Using Near Infrared Reflectance Spectroscopy"LINK




Infrared Spectroscopy (IR) and Near-Infrared Spectroscopy (NIR)

"Kernel partial least squares model for pectin content in peach using near‐infrared spectroscopy" LINK

"Non-Invasive Analysis of Actinic Keratosis before and after Topical Treatment Using a Cold Stimulation and Near-Infrared Spectroscopy." LINK

"Evaluation of Dianhong black tea quality using nearinfrared hyperspectral imaging technology" LINK

"Detection of the quality of juicy peach during storage by visible/near infrared spectroscopy" LINK




Hyperspectral Imaging (HSI)

"Discrimination of common defects in loquat fruit cv.'Algerie'using hyperspectral imaging and machine learning techniques" LINK




Chemometrics and Machine Learning

"Improving moisture and soluble solids content prediction in pear fruit using near-infrared spectroscopy with variable selection and model updating approach" LINK

"Rapid high-throughput determination of major components and amino acids in a single peanut kernel based on portable near-infrared spectroscopy combined with chemometrics" LINK

"Categorization and authentication of Beijingyou chicken from four breeds of chickens using nearinfrared hyperspectral imaging combined with chemometrics" LINK

"Applied Sciences, Vol. 10, Pages 6724: Classification of Rice and Starch Flours by Using Multiple Hyperspectral Imaging Systems and Chemometric Methods" LINK

"Spectral Fingerprints Predict Functional Phenotypes of a Native Shrub" LINK




Equipment for Spectroscopy

"Evaluation of black tea by using smartphone imaging coupled with micro-near-infrared spectrometer" LINK




Process Control and NIR Sensors

"Real-time determination and visualization of two independent quantities during a manufacturing process of pharmaceutical tablets by near-infrared hyperspectral imaging combined with ..." LINK




Environment NIR-Spectroscopy Application

"Effect of organic fertilizers on glomalin content and soil organic matter quality" LINK

"A combined data mining approach for on-line prediction of key soil quality indicators by Vis-NIR spectroscopy" LINK

"Identification of Plastic Type and Surface Roughness of Film-Type Plastics in Water Using KramersKronig Analysis" Chemosensors LINK




Agriculture NIR-Spectroscopy Usage

"Hyperspectral and Thermal Sensing of Stomatal Conductance, Transpiration, and Photosynthesis for Soybean and Maize under Drought" LINK

"Agriculture, Vol. 10, Pages 436: Machine Learning for Plant Breeding and Biotechnology" LINK

"Soil Organic Carbon Stabilization: Influence of Tillage on Mineralogical and Chemical Parameters" LINK




Horticulture NIR-Spectroscopy Applications

"Application of Vis/NIR spectroscopy for the estimation of soluble solids, dry matter and flesh firmness in stone fruits" LINK




Medicinal Spectroscopy

"Quantitative diffuse optical spectroscopy for noninvasive measurements of the malaria pigment hemozoin" LINK




Other

"Structural and Optical Characterization of As-grown and Annealed ZnxCd1-xS Thin-films by CBD for Solar Cell Applications" LINK

"Rapid SARS-CoV-2 Detection by Carbon Nanotube-Based Near-Infrared Nanosensors" LINK

"Structural, electrochemical and optical properties of 1, 2, 4-triazine derivative" LINK




NIR Calibration Service explained

Our Service is different

  • We build the optimal quantitative prediction models for your NIR analytical needs (No need for mathematical/statistical model building software usage at your site).
  • The NIR-Predictor software and the calibration models are at your site. No internet connection needed to our service. You can do unlimited predictions, that allows fast measurement cycles with no extra cost (Not payed per prediction).
  • You own your NIR + Lab data and the calibrations. You can have access to the detailed Calibration Report with all the settings and statistics (No Black-Box Models).

Get NIR Calibrations

Get NIR Calibrations - Workflow

Your 4 steps to the applicable NIR calibration:

  1. Download free NIR-Predictor here
  2. Combine your NIR-Spectra with Lab-Reference values, see Video for 2. and 3.
    (manual)

  3. Create a Calibration Request and sent it to info@CalibrationModel.com (CM)
  4. After processing you will get a link to the Web Shop to download the calibrations.

Use NIR Calibrations

Use NIR Calibrations Workflow



see more Videos

In other words

Calibration Model simplifies the process of training machine learning models for NIRS data
while providing an opportunity to trying different algorithms and applied near-infrared spectroscopy (NIRS) knowledge.
It’s more than an AutoML platform, it’s a full service where you can download the optimal model and its describing Calibration Report
that provide insights into the data preparation, feature engineering, model training, and hyperparameter tuning.

Start Calibrate


Unser Service ist anders

  • Wir erstellen die optimalen quantitativen Vorhersagemodelle für Ihre NIR-Analysebedürfnisse (kein Bedarf an mathematisch/statistischer Modellbildungssoftware an Ihrem Standort).
  • Die NIR-Predictor-Software und die Kalibrierungsmodelle sind bei Ihnen vor Ort. Für unseren Service ist keine Internetverbindung erforderlich. Sie können unbegrenzt Vorhersagen machen, die schnelle Messzyklen ohne zusätzliche Kosten ermöglichen (Nicht pro Vorhersage bezahlt).
  • Sie besitzen Ihre NIR + Lab Daten und die Kalibrierungen. Sie können auf den detaillierten Kalibrierbericht mit allen Einstellungen und Statistiken zugreifen (keine Black-Box-Modelle).

NIR-Kalibrierungen erhalten

Workflow für NIR-Kalibrierungen

Ihre 4 Schritte zur anwendbaren NIR Kalibrierung:

  1. Download kostenloser NIR-Prädiktor hier
  2. Kombiniere deine NIR-Spektren mit Labor-Referenzwerten, siehe Video für 2. und 3.
    (Handbuch)

  3. Erstellen Sie eine Kalibrierungsanfrage und senden Sie sie an info@CalibrationModel.com (CM)
  4. Nach der Bearbeitung erhalten Sie einen Link zum Web Shop zum Herunterladen der Kalibrierungen.

NIR-Kalibrierungen verwenden

NIR-Kalibrierungs-Workflow verwenden



weitere Videos ansehen

Mit anderen Worten

Calibration Model vereinfacht den Prozess des Trainings von maschinellen Lernmodellen für NIRS-Daten
und bietet gleichzeitig die Möglichkeit, verschiedene Algorithmen und angewandtes Wissen aus der Nahinfrarotspektroskopie (NIRS) auszuprobieren.
Es ist mehr als nur eine AutoML-Plattform, es ist ein umfassender Service, bei dem Sie das optimale Modell und seinen beschreibenden Kalibrierungsbericht herunterladen können,
die Einblicke in die Datenaufbereitung, Feature-Engineering, Modelltraining und Hyperparameter-Tuning geben.

NIR Kalibrierung Starten