Spectroscopy and Chemometrics News Weekly #22, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #22, 2019Spettroscopia e Chemiometria Weekly News #22, 2019

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


CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 21, 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 21, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Labs LINK

Spettroscopia e Chemiometria Weekly News 21, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models Labor LINK




Chemometrics

"Comparison of rapid techniques for classification of ground meat" LINK

" Development of method for detection and quantification of foreign oils and fats in ghee (heat clarified milk fat) using FT NIR spectroscopy coupled with chemometric" LINK

"Impact of Fractional Calculus on Correlation Coefficient between Available Potassium and Spectrum Data in Ground Hyperspectral and Landsat 8 Image" LINK

"A Probabilistic Fusion of a Support Vector Machine and a Joint Sparsity Model for Hyperspectral Imagery Classification" LINK

"Spectral-Spatial Hyperspectral Image Classification Using Cascaded Convolutional Neural Networks" LINK

"Development of a predictive model for rapid detection of sulfur content in honeysuckle based on hyperspectral imaging technology." LINK

"Improving colour rendering prediction with hyperspectral images"LINK

"Chemometric Approach Using ComDim and PLS-DA for Discrimination and Classification of Commercial Yerba Mate (Ilex paraguariensis St. Hil.)" LINK

"Calibration Transfer Based on Affine Invariance for NIR without Transfer Standards" LINK

Assessment of volatile fingerprint by HS-SPME/GC-qMS and E-nose for the classification of cocoa bean shells using chemometrics FoodChem LINK

"Radiometric Calibration of UAV Remote Sensing Image with Spectral Angle Constraint" RemoteSensing LINK

"From Academia to Reality Check: A Theoretical Framework on the Use of Chemometric in Food Sciences" LINK

"Multivariate predictive models for the prediction of fatty acids in the EU high added-value "acorn Iberian pig ham" using a miniature near-infrared spectroscopy instrument" LINK

"Establishing a predictive model for fast online determination of relative density and refractive index of e-cigarette liquids using near-infrared spectroscopy" | Tobacco ecigarette LINK

"Collaboration patterns and network in chemometrics" LINK




Near Infrared

"Measurement of SSC in processing tomatoes (Lycopersicon esculentum Mill.) by applying Vis‐NIR hyperspectral transmittance imaging and multi‐parameter …" LINK

"Non-destructive evaluation of Free Fatty Acid (FFA) of oil palm Fresh Fruit Bunch (FFB) using NIR spectroscopy." LINK

"Fast discrimination of dedicated chemical fertilizer and pesticide applied in tobacco planting by using NIR spectra." LINK

"NIR spectroscopic method for the detection of calcium carbide in artificial ripening of mangoes (Magnifera indica)." LINK

"近红外光谱桉树杂交种鉴别" "Application of NIRs for Discrimination of Eucalyptus Hybrids" LINK

"窗口竞争性自适应重加权采样策略的近红外特征变量选择方法" "A Variable Selection Approach of Near Infrared Spectra Based on Window Competitive Adaptive Reweighted Sampling Strategy" LINK


"Video-rate, mid-infrared hyperspectral upconversion imaging" LINK

"Visible Near Infrared Spectroscopy as a Green Technology: An Environmental Impact Comparative Study on Olive Oil Analyses" LINK

"Determination of saponins in Pien Tze Huang by near infrared spectroscopy." LINK

"Identification of genetic variation in Brassica napus seeds for tocopherol content and composition using nearinfrared spectroscopy technique" LINK

"Photoacoustic Fourier Transform Near-and Mid-Infrared Spectroscopy for Measurement of Energy Levels of Electron Trapping Sites in Titanium (IV) Oxide Photocatalyst Powders" LINK




Hyperspectral

"Hyperspectral anomaly detection using spectral–spatial features based on the human visual system" LINK

"Hyperspectral imaging with a TWINS birefringent interferometer" LINK

" Using hyperspectral analysis as a potential high throughput phenotyping tool in GWAS for protein content of rice quality" LINK

"Use of Airborne Hyperspectral Datasets to Remotely Map a Siliciclastic Succession (Bresnahan Group, Australia)" LINK

" ABOVEGROUND BIOMASS ESTIMATION IN THE BRAZILIAN AMAZON USING COMBINED LIDAR AND HYPERSPECTRAL DATA" LINK

"Hyperspectral analysis of objects under shadow conditions based on field reflectance measurements" LINK

"Evaluation of lipid oxidation and volatile compounds of traditional dry‐cured pork belly: The hyperspectral imaging and multi‐gas‐sensory approaches" LINK

"Hyperspectral X-Ray Imaging for industrial NDT Applications" xray LINK




Facts

"Deep Learning For Feature Tracking In Optically Complex Waters" LINK




Equipment

"Overtones of νC≡ N Vibration as a Probe of Structure of Liquid CH3CN, CD3CN, and CCl3CN: Combined Infrared, Near-Infrared, and Raman Spectroscopic Studies …" LINK

"Investigation of Direct Model Transferability Using Miniature Near-Infrared Spectrometers." LINK




Process Control

"Real-Time Monitoring of Particle Size Distribution in a Continuous Granulation and Drying Process by Near Infrared Spectroscopy" LINK




Environment

"The development and use of a quadcopter-mounted hyperspectral spectrometer for examining remote-sensing reflectance in Scottish coastal waters" LINK




Agriculture

"Nutritional and Microbiological Composition of Serra Estrela Cheese: A Paradigm to Overcome." LINK

9th European Conference on Mineralogy and Spectroscopy September 11 — 13, 2019 Prague LINK

"Consumer insights on prepackaged Cheddar cheese shreds using focus groups, conjoint analysis, and qualitative multivariate analysis" LINK

"Moisture effects on robustness of sorghum grain protein NIR spectroscopy calibration" LINK

"Seasonal and diurnal relationship of forage nutritive value and mass in a tall fescue pasture under continuous stocking" LINK

"Comparison and Combination of Thermal, Fluorescence, and Hyperspectral Imaging for Monitoring Fusarium Head Blight of Wheat on Spikelet Scale" Sensors LINK




Laboratory

"Optical interpretation of oil emulsions in the ocean–Part I: Laboratory measurements and proof-of-concept with AVIRIS observations" LINK




Other

" Integrating Pure Pixel Identification into Nonnegative Matrix Factorization for Endmember Extraction" LINK

"Fire detection and temperature retrieval using EO-1 Hyperion data over selected Alaskan boreal forest fires" LINK

" Recent advances in emerging techniques for non-destructive detection of seed viability: A review" LINK

"Sensitivity of a Continuous Hot-Melt Extrusion and Strand Pelletization Line to Control Actions and Composition Variation" LINK

"Smartphone Coupled with a Paper-Based Colorimetric Device for Sensitive and Portable Mercury Ion Sensing" Chemosensors LINK

"Online measurement techniques for nanocellulose films and coatings" LINK





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


CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 21, 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 21, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Labs LINK

Spettroscopia e Chemiometria Weekly News 21, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models Labor LINK




Chemometrics

"Comparison of rapid techniques for classification of ground meat" LINK

" Development of method for detection and quantification of foreign oils and fats in ghee (heat clarified milk fat) using FT NIR spectroscopy coupled with chemometric" LINK

"Impact of Fractional Calculus on Correlation Coefficient between Available Potassium and Spectrum Data in Ground Hyperspectral and Landsat 8 Image" LINK

"A Probabilistic Fusion of a Support Vector Machine and a Joint Sparsity Model for Hyperspectral Imagery Classification" LINK

"Spectral-Spatial Hyperspectral Image Classification Using Cascaded Convolutional Neural Networks" LINK

"Development of a predictive model for rapid detection of sulfur content in honeysuckle based on hyperspectral imaging technology." LINK

"Improving colour rendering prediction with hyperspectral images"LINK

"Chemometric Approach Using ComDim and PLS-DA for Discrimination and Classification of Commercial Yerba Mate (Ilex paraguariensis St. Hil.)" LINK

"Calibration Transfer Based on Affine Invariance for NIR without Transfer Standards" LINK

Assessment of volatile fingerprint by HS-SPME/GC-qMS and E-nose for the classification of cocoa bean shells using chemometrics FoodChem LINK

"Radiometric Calibration of UAV Remote Sensing Image with Spectral Angle Constraint" RemoteSensing LINK

"From Academia to Reality Check: A Theoretical Framework on the Use of Chemometric in Food Sciences" LINK

"Multivariate predictive models for the prediction of fatty acids in the EU high added-value "acorn Iberian pig ham" using a miniature near-infrared spectroscopy instrument" LINK

"Establishing a predictive model for fast online determination of relative density and refractive index of e-cigarette liquids using near-infrared spectroscopy" | Tobacco ecigarette LINK

"Collaboration patterns and network in chemometrics" LINK




Near Infrared

"Measurement of SSC in processing tomatoes (Lycopersicon esculentum Mill.) by applying Vis‐NIR hyperspectral transmittance imaging and multi‐parameter …" LINK

"Non-destructive evaluation of Free Fatty Acid (FFA) of oil palm Fresh Fruit Bunch (FFB) using NIR spectroscopy." LINK

"Fast discrimination of dedicated chemical fertilizer and pesticide applied in tobacco planting by using NIR spectra." LINK

"NIR spectroscopic method for the detection of calcium carbide in artificial ripening of mangoes (Magnifera indica)." LINK

"近红外光谱桉树杂交种鉴别" "Application of NIRs for Discrimination of Eucalyptus Hybrids" LINK

"窗口竞争性自适应重加权采样策略的近红外特征变量选择方法" "A Variable Selection Approach of Near Infrared Spectra Based on Window Competitive Adaptive Reweighted Sampling Strategy" LINK


"Video-rate, mid-infrared hyperspectral upconversion imaging" LINK

"Visible Near Infrared Spectroscopy as a Green Technology: An Environmental Impact Comparative Study on Olive Oil Analyses" LINK

"Determination of saponins in Pien Tze Huang by near infrared spectroscopy." LINK

"Identification of genetic variation in Brassica napus seeds for tocopherol content and composition using nearinfrared spectroscopy technique" LINK

"Photoacoustic Fourier Transform Near-and Mid-Infrared Spectroscopy for Measurement of Energy Levels of Electron Trapping Sites in Titanium (IV) Oxide Photocatalyst Powders" LINK




Hyperspectral

"Hyperspectral anomaly detection using spectral–spatial features based on the human visual system" LINK

"Hyperspectral imaging with a TWINS birefringent interferometer" LINK

" Using hyperspectral analysis as a potential high throughput phenotyping tool in GWAS for protein content of rice quality" LINK

"Use of Airborne Hyperspectral Datasets to Remotely Map a Siliciclastic Succession (Bresnahan Group, Australia)" LINK

" ABOVEGROUND BIOMASS ESTIMATION IN THE BRAZILIAN AMAZON USING COMBINED LIDAR AND HYPERSPECTRAL DATA" LINK

"Hyperspectral analysis of objects under shadow conditions based on field reflectance measurements" LINK

"Evaluation of lipid oxidation and volatile compounds of traditional dry‐cured pork belly: The hyperspectral imaging and multi‐gas‐sensory approaches" LINK

"Hyperspectral X-Ray Imaging for industrial NDT Applications" xray LINK




Facts

"Deep Learning For Feature Tracking In Optically Complex Waters" LINK




Equipment

"Overtones of νC≡ N Vibration as a Probe of Structure of Liquid CH3CN, CD3CN, and CCl3CN: Combined Infrared, Near-Infrared, and Raman Spectroscopic Studies …" LINK

"Investigation of Direct Model Transferability Using Miniature Near-Infrared Spectrometers." LINK




Process Control

"Real-Time Monitoring of Particle Size Distribution in a Continuous Granulation and Drying Process by Near Infrared Spectroscopy" LINK




Environment

"The development and use of a quadcopter-mounted hyperspectral spectrometer for examining remote-sensing reflectance in Scottish coastal waters" LINK




Agriculture

"Nutritional and Microbiological Composition of Serra Estrela Cheese: A Paradigm to Overcome." LINK

9th European Conference on Mineralogy and Spectroscopy September 11 — 13, 2019 Prague LINK

"Consumer insights on prepackaged Cheddar cheese shreds using focus groups, conjoint analysis, and qualitative multivariate analysis" LINK

"Moisture effects on robustness of sorghum grain protein NIR spectroscopy calibration" LINK

"Seasonal and diurnal relationship of forage nutritive value and mass in a tall fescue pasture under continuous stocking" LINK

"Comparison and Combination of Thermal, Fluorescence, and Hyperspectral Imaging for Monitoring Fusarium Head Blight of Wheat on Spikelet Scale" Sensors LINK




Laboratory

"Optical interpretation of oil emulsions in the ocean–Part I: Laboratory measurements and proof-of-concept with AVIRIS observations" LINK




Other

" Integrating Pure Pixel Identification into Nonnegative Matrix Factorization for Endmember Extraction" LINK

"Fire detection and temperature retrieval using EO-1 Hyperion data over selected Alaskan boreal forest fires" LINK

" Recent advances in emerging techniques for non-destructive detection of seed viability: A review" LINK

"Sensitivity of a Continuous Hot-Melt Extrusion and Strand Pelletization Line to Control Actions and Composition Variation" LINK

"Smartphone Coupled with a Paper-Based Colorimetric Device for Sensitive and Portable Mercury Ion Sensing" Chemosensors LINK

"Online measurement techniques for nanocellulose films and coatings" LINK





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


CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 21, 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 21, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Labs LINK

Spettroscopia e Chemiometria Weekly News 21, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models Labor LINK




Chemometrics

"Comparison of rapid techniques for classification of ground meat" LINK

" Development of method for detection and quantification of foreign oils and fats in ghee (heat clarified milk fat) using FT NIR spectroscopy coupled with chemometric" LINK

"Impact of Fractional Calculus on Correlation Coefficient between Available Potassium and Spectrum Data in Ground Hyperspectral and Landsat 8 Image" LINK

"A Probabilistic Fusion of a Support Vector Machine and a Joint Sparsity Model for Hyperspectral Imagery Classification" LINK

"Spectral-Spatial Hyperspectral Image Classification Using Cascaded Convolutional Neural Networks" LINK

"Development of a predictive model for rapid detection of sulfur content in honeysuckle based on hyperspectral imaging technology." LINK

"Improving colour rendering prediction with hyperspectral images"LINK

"Chemometric Approach Using ComDim and PLS-DA for Discrimination and Classification of Commercial Yerba Mate (Ilex paraguariensis St. Hil.)" LINK

"Calibration Transfer Based on Affine Invariance for NIR without Transfer Standards" LINK

Assessment of volatile fingerprint by HS-SPME/GC-qMS and E-nose for the classification of cocoa bean shells using chemometrics FoodChem LINK

"Radiometric Calibration of UAV Remote Sensing Image with Spectral Angle Constraint" RemoteSensing LINK

"From Academia to Reality Check: A Theoretical Framework on the Use of Chemometric in Food Sciences" LINK

"Multivariate predictive models for the prediction of fatty acids in the EU high added-value "acorn Iberian pig ham" using a miniature near-infrared spectroscopy instrument" LINK

"Establishing a predictive model for fast online determination of relative density and refractive index of e-cigarette liquids using near-infrared spectroscopy" | Tobacco ecigarette LINK

"Collaboration patterns and network in chemometrics" LINK




Near Infrared

"Measurement of SSC in processing tomatoes (Lycopersicon esculentum Mill.) by applying Vis‐NIR hyperspectral transmittance imaging and multi‐parameter …" LINK

"Non-destructive evaluation of Free Fatty Acid (FFA) of oil palm Fresh Fruit Bunch (FFB) using NIR spectroscopy." LINK

"Fast discrimination of dedicated chemical fertilizer and pesticide applied in tobacco planting by using NIR spectra." LINK

"NIR spectroscopic method for the detection of calcium carbide in artificial ripening of mangoes (Magnifera indica)." LINK

"近红外光谱桉树杂交种鉴别" "Application of NIRs for Discrimination of Eucalyptus Hybrids" LINK

"窗口竞争性自适应重加权采样策略的近红外特征变量选择方法" "A Variable Selection Approach of Near Infrared Spectra Based on Window Competitive Adaptive Reweighted Sampling Strategy" LINK


"Video-rate, mid-infrared hyperspectral upconversion imaging" LINK

"Visible Near Infrared Spectroscopy as a Green Technology: An Environmental Impact Comparative Study on Olive Oil Analyses" LINK

"Determination of saponins in Pien Tze Huang by near infrared spectroscopy." LINK

"Identification of genetic variation in Brassica napus seeds for tocopherol content and composition using nearinfrared spectroscopy technique" LINK

"Photoacoustic Fourier Transform Near-and Mid-Infrared Spectroscopy for Measurement of Energy Levels of Electron Trapping Sites in Titanium (IV) Oxide Photocatalyst Powders" LINK




Hyperspectral

"Hyperspectral anomaly detection using spectral–spatial features based on the human visual system" LINK

"Hyperspectral imaging with a TWINS birefringent interferometer" LINK

" Using hyperspectral analysis as a potential high throughput phenotyping tool in GWAS for protein content of rice quality" LINK

"Use of Airborne Hyperspectral Datasets to Remotely Map a Siliciclastic Succession (Bresnahan Group, Australia)" LINK

" ABOVEGROUND BIOMASS ESTIMATION IN THE BRAZILIAN AMAZON USING COMBINED LIDAR AND HYPERSPECTRAL DATA" LINK

"Hyperspectral analysis of objects under shadow conditions based on field reflectance measurements" LINK

"Evaluation of lipid oxidation and volatile compounds of traditional dry‐cured pork belly: The hyperspectral imaging and multi‐gas‐sensory approaches" LINK

"Hyperspectral X-Ray Imaging for industrial NDT Applications" xray LINK




Facts

"Deep Learning For Feature Tracking In Optically Complex Waters" LINK




Equipment

"Overtones of νC≡ N Vibration as a Probe of Structure of Liquid CH3CN, CD3CN, and CCl3CN: Combined Infrared, Near-Infrared, and Raman Spectroscopic Studies …" LINK

"Investigation of Direct Model Transferability Using Miniature Near-Infrared Spectrometers." LINK




Process Control

"Real-Time Monitoring of Particle Size Distribution in a Continuous Granulation and Drying Process by Near Infrared Spectroscopy" LINK




Environment

"The development and use of a quadcopter-mounted hyperspectral spectrometer for examining remote-sensing reflectance in Scottish coastal waters" LINK




Agriculture

"Nutritional and Microbiological Composition of Serra Estrela Cheese: A Paradigm to Overcome." LINK

9th European Conference on Mineralogy and Spectroscopy September 11 — 13, 2019 Prague LINK

"Consumer insights on prepackaged Cheddar cheese shreds using focus groups, conjoint analysis, and qualitative multivariate analysis" LINK

"Moisture effects on robustness of sorghum grain protein NIR spectroscopy calibration" LINK

"Seasonal and diurnal relationship of forage nutritive value and mass in a tall fescue pasture under continuous stocking" LINK

"Comparison and Combination of Thermal, Fluorescence, and Hyperspectral Imaging for Monitoring Fusarium Head Blight of Wheat on Spikelet Scale" Sensors LINK




Laboratory

"Optical interpretation of oil emulsions in the ocean–Part I: Laboratory measurements and proof-of-concept with AVIRIS observations" LINK




Other

" Integrating Pure Pixel Identification into Nonnegative Matrix Factorization for Endmember Extraction" LINK

"Fire detection and temperature retrieval using EO-1 Hyperion data over selected Alaskan boreal forest fires" LINK

" Recent advances in emerging techniques for non-destructive detection of seed viability: A review" LINK

"Sensitivity of a Continuous Hot-Melt Extrusion and Strand Pelletization Line to Control Actions and Composition Variation" LINK

"Smartphone Coupled with a Paper-Based Colorimetric Device for Sensitive and Portable Mercury Ion Sensing" Chemosensors LINK

"Online measurement techniques for nanocellulose films and coatings" LINK





Spectroscopy and Chemometrics News Weekly #19, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #19, 2019Spettroscopia e Chemiometria Weekly News #19, 2019

CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 18, 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 18, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Labor LINK

Spettroscopia e Chemiometria Weekly News 18, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models LINK

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




Chemometrics

"Correlation between the composition of green Arabica coffee beans and the sensory quality of coffee brews" LINK

"High accuracy deternimation of Angelica dahurica origin based on near infrared spectroscopy and random forest pruning algorithm" LINK

"Rapid analysis of the Tanreqing injection by near-infrared spectroscopy combined with least squares support vector machine and Gaussian process modeling techniques." LINK

"Classification and Identification of Pesticide Residues in Cucumber Based on Near Infrared Spectroscopy" LINK

"Analytical strategies based on near infrared spectroscopy and multivariate calibration for rapid quantification of florfenicol at low-concentrations in medicated-feed pellets" LINK

"Lighting the Ivory Track: Are Near Infrared and Chemometrics Up to the Job? A Proof of Concept" LINK

"NIR spectroscopy-multivariate analysis for discrimination and bioactive compounds prediction of different Citrus species peels" | /> LINK

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

"Characterization of Edible Oils Using NIR Spectroscopy and Chemometric Methods" LINK

"A diffuse reflectance NIR spectroscopy method for determine drug concentration in pharmaceutical production tablets based on a PLS calibration model from manufactured tablets" LINK




Near Infrared (NIR) Spectroscopy

"Estimating forest soil organic carbon content using vis-NIR spectroscopy: Implications for large-scale soil carbon spectroscopic assessment" LINK

"Multivariate data analysis of near-infrared spectra of cultivation medium powders for mammalian cells" LINK

"Rapid-Detection Sensor for Rice Grain Moisture Based on NIR Spectroscopy" LINK

"REC-NIR-BLACK carbon-black free masterbatch provides a second life for black plastic packaging by allowing scanning by near-infrared technology for automated sorting at recovery facilities." LINK

"Near-infrared spectroscopy for food quality evaluation" LINK

"Near infrared spectroscopy as an alternative method for rapid determination of the solidification point of 2,4,6-trinitrotoluene in production" TNT LINK

"Spectral noise-to-signal ratio priority method with application for visible and near-infrared analysis of whole blood viscosity" LINK




Spectral Imaging

"Multispectral Approach for Identifying Invasive Plant Species Based on Flowering Phenology Characteristics" Remote Sensing LINK




Equipment

"Comparative performance of bench and portable near infrared spectrometers for measuring wood samples of two Eucalyptus species (E. pellita and E. benthamii)" LINK

"Non-destructive determination of silymarin in Silybum marianum extracts with a handheld near infrared spectrometer" LINK




Food & Feed

"A rapid classification of wheat flour protein content using artificial neural network model based on bioelectrical properties" LINK




Laboratory

"Non-destructive Methods to Determine Ripening Quality of Intact Muskmelon" LINK





.

CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 18, 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 18, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Labor LINK

Spettroscopia e Chemiometria Weekly News 18, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models LINK

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




Chemometrics

"Correlation between the composition of green Arabica coffee beans and the sensory quality of coffee brews" LINK

"High accuracy deternimation of Angelica dahurica origin based on near infrared spectroscopy and random forest pruning algorithm" LINK

"Rapid analysis of the Tanreqing injection by near-infrared spectroscopy combined with least squares support vector machine and Gaussian process modeling techniques." LINK

"Classification and Identification of Pesticide Residues in Cucumber Based on Near Infrared Spectroscopy" LINK

"Analytical strategies based on near infrared spectroscopy and multivariate calibration for rapid quantification of florfenicol at low-concentrations in medicated-feed pellets" LINK

"Lighting the Ivory Track: Are Near Infrared and Chemometrics Up to the Job? A Proof of Concept" LINK

"NIR spectroscopy-multivariate analysis for discrimination and bioactive compounds prediction of different Citrus species peels" | /> LINK

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

"Characterization of Edible Oils Using NIR Spectroscopy and Chemometric Methods" LINK

"A diffuse reflectance NIR spectroscopy method for determine drug concentration in pharmaceutical production tablets based on a PLS calibration model from manufactured tablets" LINK




Near Infrared (NIR) Spectroscopy

"Estimating forest soil organic carbon content using vis-NIR spectroscopy: Implications for large-scale soil carbon spectroscopic assessment" LINK

"Multivariate data analysis of near-infrared spectra of cultivation medium powders for mammalian cells" LINK

"Rapid-Detection Sensor for Rice Grain Moisture Based on NIR Spectroscopy" LINK

"REC-NIR-BLACK carbon-black free masterbatch provides a second life for black plastic packaging by allowing scanning by near-infrared technology for automated sorting at recovery facilities." LINK

"Near-infrared spectroscopy for food quality evaluation" LINK

"Near infrared spectroscopy as an alternative method for rapid determination of the solidification point of 2,4,6-trinitrotoluene in production" TNT LINK

"Spectral noise-to-signal ratio priority method with application for visible and near-infrared analysis of whole blood viscosity" LINK




Spectral Imaging

"Multispectral Approach for Identifying Invasive Plant Species Based on Flowering Phenology Characteristics" Remote Sensing LINK




Equipment

"Comparative performance of bench and portable near infrared spectrometers for measuring wood samples of two Eucalyptus species (E. pellita and E. benthamii)" LINK

"Non-destructive determination of silymarin in Silybum marianum extracts with a handheld near infrared spectrometer" LINK




Food & Feed

"A rapid classification of wheat flour protein content using artificial neural network model based on bioelectrical properties" LINK




Laboratory

"Non-destructive Methods to Determine Ripening Quality of Intact Muskmelon" LINK





.

CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 18, 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 18, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Labor LINK

Spettroscopia e Chemiometria Weekly News 18, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models LINK

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




Chemometrics

"Correlation between the composition of green Arabica coffee beans and the sensory quality of coffee brews" LINK

"High accuracy deternimation of Angelica dahurica origin based on near infrared spectroscopy and random forest pruning algorithm" LINK

"Rapid analysis of the Tanreqing injection by near-infrared spectroscopy combined with least squares support vector machine and Gaussian process modeling techniques." LINK

"Classification and Identification of Pesticide Residues in Cucumber Based on Near Infrared Spectroscopy" LINK

"Analytical strategies based on near infrared spectroscopy and multivariate calibration for rapid quantification of florfenicol at low-concentrations in medicated-feed pellets" LINK

"Lighting the Ivory Track: Are Near Infrared and Chemometrics Up to the Job? A Proof of Concept" LINK

"NIR spectroscopy-multivariate analysis for discrimination and bioactive compounds prediction of different Citrus species peels" | /> LINK

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

"Characterization of Edible Oils Using NIR Spectroscopy and Chemometric Methods" LINK

"A diffuse reflectance NIR spectroscopy method for determine drug concentration in pharmaceutical production tablets based on a PLS calibration model from manufactured tablets" LINK




Near Infrared (NIR) Spectroscopy

"Estimating forest soil organic carbon content using vis-NIR spectroscopy: Implications for large-scale soil carbon spectroscopic assessment" LINK

"Multivariate data analysis of near-infrared spectra of cultivation medium powders for mammalian cells" LINK

"Rapid-Detection Sensor for Rice Grain Moisture Based on NIR Spectroscopy" LINK

"REC-NIR-BLACK carbon-black free masterbatch provides a second life for black plastic packaging by allowing scanning by near-infrared technology for automated sorting at recovery facilities." LINK

"Near-infrared spectroscopy for food quality evaluation" LINK

"Near infrared spectroscopy as an alternative method for rapid determination of the solidification point of 2,4,6-trinitrotoluene in production" TNT LINK

"Spectral noise-to-signal ratio priority method with application for visible and near-infrared analysis of whole blood viscosity" LINK




Spectral Imaging

"Multispectral Approach for Identifying Invasive Plant Species Based on Flowering Phenology Characteristics" Remote Sensing LINK




Equipment

"Comparative performance of bench and portable near infrared spectrometers for measuring wood samples of two Eucalyptus species (E. pellita and E. benthamii)" LINK

"Non-destructive determination of silymarin in Silybum marianum extracts with a handheld near infrared spectrometer" LINK




Food & Feed

"A rapid classification of wheat flour protein content using artificial neural network model based on bioelectrical properties" LINK




Laboratory

"Non-destructive Methods to Determine Ripening Quality of Intact Muskmelon" LINK





.

Spectroscopy and Chemometrics News Weekly #18, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #18, 2019Spettroscopia e Chemiometria Weekly News #18, 2019

CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 17, 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 17, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 17, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità 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 Your-Company-Name-Here - Best-NIR-instruments. Check out their product page ... link




Chemometrics

"Comparison and rapid prediction of lignocellulose and organic elements of a wide variety of rice straw based on near infrared spectroscopy" LINK

"Rapid Determination of Green Tea Origins by Near-Infrared Spectroscopy and Multi-Wavelength Statistical Discriminant Analysis" LINK

"Automated Chinese medicinal plants classification based on machine learning using leaf morpho-colorimetry, fractal dimension and visible/near infrared spectroscopy" LINK

"Monitoring model for predicting maize moisture content at the grain-filling stage using near-infrared spectroscopy and a small sample size" LINK

"Near-infrared-based models for lignin syringyl/guaiacyl ratio of Eucalyptus benthamii and E. pellita using a streamlined thioacidolysis procedure as the reference method" LINK

"Arthroscopic Near-Infrared Spectroscopic Prediction of Human Meniscus Properties" LINK

"变量优选补正算法的鲜枣可溶性固形物检测模型传递方法研究" 变量优选补正算法的鲜枣可溶性固形物检测模型传递方法研究 Model Transfer Method of Fresh Jujube Soluble Solids Detection Using Variables Optimization and Correction Algorithms LINK

New software article published in | No excuse for not using realistic noise when evaluating proposed algorithms anymore! chemometrics machinelearning statistics LINK

"Fine root lignin content is well predictable with near-infrared spectroscopy." LINK




Near Infrared

"Abundance and composition of kaolinite on Mars: Information from NIR spectra of rocks from acid-alteration environments, Riotinto, SE Spain" LINK

"Distinct Difference in Sensitivity of NIR vs. IR Bands of Melamine to Inter-Molecular Interactions with Impact on Analytical Spectroscopy Explained by Anharmonic Quantum Mechanical Study" LINK

" Association Between Near Infrared Spectroskopy (NIRS) and Normobaric and Hyperbaric Oxygen Treatment in Acute Carbon Monoxide Poisoning" LINK

"Sensors, Vol. 19, Pages 2076: Towards Integrated Mid-Infrared Gas Sensors" LINK

"Detection of Acrylamide in Food Using Near Infrared Spectroscopy" LINK

"Determination of natural rubber and resin content of guayule fresh biomass by near infrared spectroscopy" LINK

"Automated Preprocessing of Near Infrared Spectroscopic Data" LINK

"Evaluation of a low-cost portable near-infrared spectrophotometer for in situ cocaine profiling." LINK

"Application of a Fourier transformnear infrared reflectance spectroscopy method for the rapid proximate analysis of the greenshell mussel (Perna canaliculus) and king (Chinook) salmon (Oncorhynchus tshawytscha)" LINK

" Assessment of the chemical change in heat treated pine wood by near infrared spectroscopy" LINK

"Characterisation of organic colourants in ukiyo-e prints by Fourier transform near infrared fibre optics reflectance spectroscopy" LINK

" Plastic Solid Waste identification system based on Near Infrared Spectroscopy in combination with support vector machine" LINK

"Development and application of Fourier transform infrared spectroscopy for detection of milk adulteration in practice" FTIR LINK

"Near-Infrared Light Emitting Diode Based Non-Invasive Glucose Detection System." LINK

"Determination of cellulose, hemicellulose and lignin content using near-infrared spectroscopy in flax fiber" LINK




Raman

"Raman spectroscopic discrimination of normal and cancerous lung tissues." LINK




Spectral Imaging

"A new low-cost portable multispectral optical device for precise plant status assessment" LINK

"Evaluation of Fire Severity Indices Based on Pre- and Post-Fire Multispectral Imagery Sensed from UAV" Remote Sensing LINK




Equipment

"On site monitoring of Grana Padano cheese production using portable spectrometers" LINK




Agriculture

"Assessing the potential of two customized fiber-optic probes for on-site analysis of bulk feed grains" LINK

"A Cost Effective and Field Deployable System for Soil Macronutrient Analysis Based on Near-Infrared Reflectance Spectroscopy" LINK




Food & Feed

"Freshness Evaluation in Chub Mackerel (Scomber japonicus) Using Near-Infrared Spectroscopy Determination of the Cadaverine Content." Fish Fisheries FoodSafety FoodProtection LINK




Pharma

"An update on contribution of hot-melt extrusion technology to novel drug delivery in the 21st century: part I" LINK




Other

" Evaluación de dos atributos de calidad críticos en la producción de formas farmacéuticas sólidas utilizando la espectroscopia de infrarrojo cercano" LINK





CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 17, 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 17, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 17, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità 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 Your-Company-Name-Here - Best-NIR-instruments. Check out their product page ... link




Chemometrics

"Comparison and rapid prediction of lignocellulose and organic elements of a wide variety of rice straw based on near infrared spectroscopy" LINK

"Rapid Determination of Green Tea Origins by Near-Infrared Spectroscopy and Multi-Wavelength Statistical Discriminant Analysis" LINK

"Automated Chinese medicinal plants classification based on machine learning using leaf morpho-colorimetry, fractal dimension and visible/near infrared spectroscopy" LINK

"Monitoring model for predicting maize moisture content at the grain-filling stage using near-infrared spectroscopy and a small sample size" LINK

"Near-infrared-based models for lignin syringyl/guaiacyl ratio of Eucalyptus benthamii and E. pellita using a streamlined thioacidolysis procedure as the reference method" LINK

"Arthroscopic Near-Infrared Spectroscopic Prediction of Human Meniscus Properties" LINK

"变量优选补正算法的鲜枣可溶性固形物检测模型传递方法研究" 变量优选补正算法的鲜枣可溶性固形物检测模型传递方法研究 Model Transfer Method of Fresh Jujube Soluble Solids Detection Using Variables Optimization and Correction Algorithms LINK

New software article published in | No excuse for not using realistic noise when evaluating proposed algorithms anymore! chemometrics machinelearning statistics LINK

"Fine root lignin content is well predictable with near-infrared spectroscopy." LINK




Near Infrared

"Abundance and composition of kaolinite on Mars: Information from NIR spectra of rocks from acid-alteration environments, Riotinto, SE Spain" LINK

"Distinct Difference in Sensitivity of NIR vs. IR Bands of Melamine to Inter-Molecular Interactions with Impact on Analytical Spectroscopy Explained by Anharmonic Quantum Mechanical Study" LINK

" Association Between Near Infrared Spectroskopy (NIRS) and Normobaric and Hyperbaric Oxygen Treatment in Acute Carbon Monoxide Poisoning" LINK

"Sensors, Vol. 19, Pages 2076: Towards Integrated Mid-Infrared Gas Sensors" LINK

"Detection of Acrylamide in Food Using Near Infrared Spectroscopy" LINK

"Determination of natural rubber and resin content of guayule fresh biomass by near infrared spectroscopy" LINK

"Automated Preprocessing of Near Infrared Spectroscopic Data" LINK

"Evaluation of a low-cost portable near-infrared spectrophotometer for in situ cocaine profiling." LINK

"Application of a Fourier transformnear infrared reflectance spectroscopy method for the rapid proximate analysis of the greenshell mussel (Perna canaliculus) and king (Chinook) salmon (Oncorhynchus tshawytscha)" LINK

" Assessment of the chemical change in heat treated pine wood by near infrared spectroscopy" LINK

"Characterisation of organic colourants in ukiyo-e prints by Fourier transform near infrared fibre optics reflectance spectroscopy" LINK

" Plastic Solid Waste identification system based on Near Infrared Spectroscopy in combination with support vector machine" LINK

"Development and application of Fourier transform infrared spectroscopy for detection of milk adulteration in practice" FTIR LINK

"Near-Infrared Light Emitting Diode Based Non-Invasive Glucose Detection System." LINK

"Determination of cellulose, hemicellulose and lignin content using near-infrared spectroscopy in flax fiber" LINK




Raman

"Raman spectroscopic discrimination of normal and cancerous lung tissues." LINK




Spectral Imaging

"A new low-cost portable multispectral optical device for precise plant status assessment" LINK

"Evaluation of Fire Severity Indices Based on Pre- and Post-Fire Multispectral Imagery Sensed from UAV" Remote Sensing LINK




Equipment

"On site monitoring of Grana Padano cheese production using portable spectrometers" LINK




Agriculture

"Assessing the potential of two customized fiber-optic probes for on-site analysis of bulk feed grains" LINK

"A Cost Effective and Field Deployable System for Soil Macronutrient Analysis Based on Near-Infrared Reflectance Spectroscopy" LINK




Food & Feed

"Freshness Evaluation in Chub Mackerel (Scomber japonicus) Using Near-Infrared Spectroscopy Determination of the Cadaverine Content." Fish Fisheries FoodSafety FoodProtection LINK




Pharma

"An update on contribution of hot-melt extrusion technology to novel drug delivery in the 21st century: part I" LINK




Other

" Evaluación de dos atributos de calidad críticos en la producción de formas farmacéuticas sólidas utilizando la espectroscopia de infrarrojo cercano" LINK





CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 17, 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 17, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 17, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità 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 Your-Company-Name-Here - Best-NIR-instruments. Check out their product page ... link




Chemometrics

"Comparison and rapid prediction of lignocellulose and organic elements of a wide variety of rice straw based on near infrared spectroscopy" LINK

"Rapid Determination of Green Tea Origins by Near-Infrared Spectroscopy and Multi-Wavelength Statistical Discriminant Analysis" LINK

"Automated Chinese medicinal plants classification based on machine learning using leaf morpho-colorimetry, fractal dimension and visible/near infrared spectroscopy" LINK

"Monitoring model for predicting maize moisture content at the grain-filling stage using near-infrared spectroscopy and a small sample size" LINK

"Near-infrared-based models for lignin syringyl/guaiacyl ratio of Eucalyptus benthamii and E. pellita using a streamlined thioacidolysis procedure as the reference method" LINK

"Arthroscopic Near-Infrared Spectroscopic Prediction of Human Meniscus Properties" LINK

"变量优选补正算法的鲜枣可溶性固形物检测模型传递方法研究" 变量优选补正算法的鲜枣可溶性固形物检测模型传递方法研究 Model Transfer Method of Fresh Jujube Soluble Solids Detection Using Variables Optimization and Correction Algorithms LINK

New software article published in | No excuse for not using realistic noise when evaluating proposed algorithms anymore! chemometrics machinelearning statistics LINK

"Fine root lignin content is well predictable with near-infrared spectroscopy." LINK




Near Infrared

"Abundance and composition of kaolinite on Mars: Information from NIR spectra of rocks from acid-alteration environments, Riotinto, SE Spain" LINK

"Distinct Difference in Sensitivity of NIR vs. IR Bands of Melamine to Inter-Molecular Interactions with Impact on Analytical Spectroscopy Explained by Anharmonic Quantum Mechanical Study" LINK

" Association Between Near Infrared Spectroskopy (NIRS) and Normobaric and Hyperbaric Oxygen Treatment in Acute Carbon Monoxide Poisoning" LINK

"Sensors, Vol. 19, Pages 2076: Towards Integrated Mid-Infrared Gas Sensors" LINK

"Detection of Acrylamide in Food Using Near Infrared Spectroscopy" LINK

"Determination of natural rubber and resin content of guayule fresh biomass by near infrared spectroscopy" LINK

"Automated Preprocessing of Near Infrared Spectroscopic Data" LINK

"Evaluation of a low-cost portable near-infrared spectrophotometer for in situ cocaine profiling." LINK

"Application of a Fourier transformnear infrared reflectance spectroscopy method for the rapid proximate analysis of the greenshell mussel (Perna canaliculus) and king (Chinook) salmon (Oncorhynchus tshawytscha)" LINK

" Assessment of the chemical change in heat treated pine wood by near infrared spectroscopy" LINK

"Characterisation of organic colourants in ukiyo-e prints by Fourier transform near infrared fibre optics reflectance spectroscopy" LINK

" Plastic Solid Waste identification system based on Near Infrared Spectroscopy in combination with support vector machine" LINK

"Development and application of Fourier transform infrared spectroscopy for detection of milk adulteration in practice" FTIR LINK

"Near-Infrared Light Emitting Diode Based Non-Invasive Glucose Detection System." LINK

"Determination of cellulose, hemicellulose and lignin content using near-infrared spectroscopy in flax fiber" LINK




Raman

"Raman spectroscopic discrimination of normal and cancerous lung tissues." LINK




Spectral Imaging

"A new low-cost portable multispectral optical device for precise plant status assessment" LINK

"Evaluation of Fire Severity Indices Based on Pre- and Post-Fire Multispectral Imagery Sensed from UAV" Remote Sensing LINK




Equipment

"On site monitoring of Grana Padano cheese production using portable spectrometers" LINK




Agriculture

"Assessing the potential of two customized fiber-optic probes for on-site analysis of bulk feed grains" LINK

"A Cost Effective and Field Deployable System for Soil Macronutrient Analysis Based on Near-Infrared Reflectance Spectroscopy" LINK




Food & Feed

"Freshness Evaluation in Chub Mackerel (Scomber japonicus) Using Near-Infrared Spectroscopy Determination of the Cadaverine Content." Fish Fisheries FoodSafety FoodProtection LINK




Pharma

"An update on contribution of hot-melt extrusion technology to novel drug delivery in the 21st century: part I" LINK




Other

" Evaluación de dos atributos de calidad críticos en la producción de formas farmacéuticas sólidas utilizando la espectroscopia de infrarrojo cercano" LINK





Spectroscopy and Chemometrics News Weekly #17, 2019Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #17, 2019Spettroscopia e Chemiometria Weekly News #17, 2019

CalibrationModel.com

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

Develop near infrared spectroscopy applications & freeing up hours of analysts time QAQC QualityManager QualityAssurance LINK

Do you use NIR Spectroscopy for Quality Control? You need to know | GLP GMP QbD PAT OQ PQ pauto testing labs LINK

Increase Your Profit with optimized NIR Accuracy QA QC Food Feed Lab Agriculture crop grain soybean LINK

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

Spectroscopy and Chemometrics News Weekly 16, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QC Testing Quality Checking LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 16, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Lab LINK

Spettroscopia e Chemiometria Weekly News 16, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità LINK

These are the "pigments" we have in our NIR application database LINK

We develop Near-Infrared (NIR) Spectroscopy Calibration Models and Software for Chemical Physical Parameter Analysis of Food, Feed, Process ... IoT Sensors | NIRS Analytical Laboratory Lab Analysis QC LINK

This week's NIR news Weekly is sponsored by Your-Company-Name-Here - Best-NIR-spectrometer. Check out their product page ... link




Chemometrics

"Study on identification of different producing areas of Gastrodia elata using multivariable selection and two-dimensional correlation spectroscopy of near infrared spectroscopy." LINK

"Evaluating matcha tea quality index using portable NIR spectroscopy coupled chemometric algorithms" LINK

"A transferable spectroscopic diagnosis model for predicting arsenic contamination in soil." LINK

"Evaluating matcha tea quality index using portable NIR spectroscopy coupled chemometric algorithms." LINK

"Cultivar Classification of Single Sweet Corn Seed Using Fourier Transform Near-Infrared Spectroscopy Combined with Discriminant Analysis" LINK

"Comparative nondestructive classification of partial waxy wheats using near-infrared (NIR) and Raman spectroscopy" LINK




Near Infrared

"Cr3+Doped Broadband NIR Garnet Phosphor with Enhanced Luminescence and its Application in NIR Spectroscopy" LINK

"In-line Application of Visible and Near-Infrared Diffuse Reflectance Spectroscopy to Identify Apple Varieties" LINK

"High-Throughput Biochemical Fingerprinting of Oleaginous Aurantiochytrium sp. Strains by Fourier Transform Infrared Spectroscopy (FT-IR) for Lipid and Carbohydrate Productions" LINK

"On-line detection of toxigenic fungal infection in wheat by visible/near infrared spectroscopy" LINK

"Shortwave Near-Infrared Spectroscopy for Rapid Detection of Aflatoxin B1 Contamination in Polished Rice." LINK

"Detection of cracked shell in intact aromatic young coconut using near infrared spectroscopy and acoustic response methods" LINK

"ASSESSMENT OF THE CHEMICAL CHANGE IN HEAT TREATED PINE WOOD BY NEAR INFRARED SPECTROSCOPY " LINK




Raman

Microscope-less lab-on-a-chip Raman spectroscopy of cell membranes | TW05 LINK

"Analysis of Cellulose and Lignocellulose Materials by Raman Spectroscopy: A Review of the Current Status" Molecules LINK




Hyperspectral

Simultaneous Hyperspectral Imaging & LiDAR Sensing Platform LINK




Process Control

"Feedforward and Feedback Control of a Pharmaceutical Coating Process" LINK




Agriculture

"Evaluation of the Optimum Harvesting Maturity of Makhwaen Fruit for the Perfumery Industry" Agriculture LINK

"Foods, Vol. 8, Pages 126: Physicochemical Properties and Pollen Profile of Oak Honeydew and Evergreen Oak Honeydew Honeys from Spain: A Comparative Study" LINK

"Early Visual Detection of Wheat Stripe Rust Using Visible/Near-Infrared Hyperspectral Imaging." LINK

"Foods, Vol. 8, Pages 137: Influence of Supplemental Feed Choice for Pasture-Based Cows on the Fatty Acid and Volatile Profile of Milk" LINK




Food & Feed

"Grape and juice handling: Assessing the use of visible and near infrared spectroscopy to rapidly evaluate the health status of grapes entering wineries" LINK




Pharma

"A rapid and non-destructive method for simultaneous determination of aflatoxigenic fungus and aflatoxin contamination on corn kernels." LINK




Laboratory

"A Strategy to Assess Quality Consistency of Drug Products." LINK

"Outsourcing Spectroscopic Analysis?" laboratory spectrometer Lab LINK




Other

"Classifying with confidence using Bayes rule and kernel density estimation" LINK

"Reestablishment of Protium cordatum (Burseraceae) based on integrative taxonomy" LINK

AI Trained on Decades of Food Research Is Making Brand-New Foods | by MachineLearning DeepLearning Cc LINK




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





CalibrationModel.com

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

Develop near infrared spectroscopy applications & freeing up hours of analysts time QAQC QualityManager QualityAssurance LINK

Do you use NIR Spectroscopy for Quality Control? You need to know | GLP GMP QbD PAT OQ PQ pauto testing labs LINK

Increase Your Profit with optimized NIR Accuracy QA QC Food Feed Lab Agriculture crop grain soybean LINK

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

Spectroscopy and Chemometrics News Weekly 16, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QC Testing Quality Checking LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 16, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Lab LINK

Spettroscopia e Chemiometria Weekly News 16, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità LINK

These are the "pigments" we have in our NIR application database LINK

We develop Near-Infrared (NIR) Spectroscopy Calibration Models and Software for Chemical Physical Parameter Analysis of Food, Feed, Process ... IoT Sensors | NIRS Analytical Laboratory Lab Analysis QC LINK

This week's NIR news Weekly is sponsored by Your-Company-Name-Here - Best-NIR-spectrometer. Check out their product page ... link




Chemometrics

"Study on identification of different producing areas of Gastrodia elata using multivariable selection and two-dimensional correlation spectroscopy of near infrared spectroscopy." LINK

"Evaluating matcha tea quality index using portable NIR spectroscopy coupled chemometric algorithms" LINK

"A transferable spectroscopic diagnosis model for predicting arsenic contamination in soil." LINK

"Evaluating matcha tea quality index using portable NIR spectroscopy coupled chemometric algorithms." LINK

"Cultivar Classification of Single Sweet Corn Seed Using Fourier Transform Near-Infrared Spectroscopy Combined with Discriminant Analysis" LINK

"Comparative nondestructive classification of partial waxy wheats using near-infrared (NIR) and Raman spectroscopy" LINK




Near Infrared

"Cr3+Doped Broadband NIR Garnet Phosphor with Enhanced Luminescence and its Application in NIR Spectroscopy" LINK

"In-line Application of Visible and Near-Infrared Diffuse Reflectance Spectroscopy to Identify Apple Varieties" LINK

"High-Throughput Biochemical Fingerprinting of Oleaginous Aurantiochytrium sp. Strains by Fourier Transform Infrared Spectroscopy (FT-IR) for Lipid and Carbohydrate Productions" LINK

"On-line detection of toxigenic fungal infection in wheat by visible/near infrared spectroscopy" LINK

"Shortwave Near-Infrared Spectroscopy for Rapid Detection of Aflatoxin B1 Contamination in Polished Rice." LINK

"Detection of cracked shell in intact aromatic young coconut using near infrared spectroscopy and acoustic response methods" LINK

"ASSESSMENT OF THE CHEMICAL CHANGE IN HEAT TREATED PINE WOOD BY NEAR INFRARED SPECTROSCOPY " LINK




Raman

Microscope-less lab-on-a-chip Raman spectroscopy of cell membranes | TW05 LINK

"Analysis of Cellulose and Lignocellulose Materials by Raman Spectroscopy: A Review of the Current Status" Molecules LINK




Hyperspectral

Simultaneous Hyperspectral Imaging & LiDAR Sensing Platform LINK




Process Control

"Feedforward and Feedback Control of a Pharmaceutical Coating Process" LINK




Agriculture

"Evaluation of the Optimum Harvesting Maturity of Makhwaen Fruit for the Perfumery Industry" Agriculture LINK

"Foods, Vol. 8, Pages 126: Physicochemical Properties and Pollen Profile of Oak Honeydew and Evergreen Oak Honeydew Honeys from Spain: A Comparative Study" LINK

"Early Visual Detection of Wheat Stripe Rust Using Visible/Near-Infrared Hyperspectral Imaging." LINK

"Foods, Vol. 8, Pages 137: Influence of Supplemental Feed Choice for Pasture-Based Cows on the Fatty Acid and Volatile Profile of Milk" LINK




Food & Feed

"Grape and juice handling: Assessing the use of visible and near infrared spectroscopy to rapidly evaluate the health status of grapes entering wineries" LINK




Pharma

"A rapid and non-destructive method for simultaneous determination of aflatoxigenic fungus and aflatoxin contamination on corn kernels." LINK




Laboratory

"A Strategy to Assess Quality Consistency of Drug Products." LINK

"Outsourcing Spectroscopic Analysis?" laboratory spectrometer Lab LINK




Other

"Classifying with confidence using Bayes rule and kernel density estimation" LINK

"Reestablishment of Protium cordatum (Burseraceae) based on integrative taxonomy" LINK

AI Trained on Decades of Food Research Is Making Brand-New Foods | by MachineLearning DeepLearning Cc LINK




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





CalibrationModel.com

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

Develop near infrared spectroscopy applications & freeing up hours of analysts time QAQC QualityManager QualityAssurance LINK

Do you use NIR Spectroscopy for Quality Control? You need to know | GLP GMP QbD PAT OQ PQ pauto testing labs LINK

Increase Your Profit with optimized NIR Accuracy QA QC Food Feed Lab Agriculture crop grain soybean LINK

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

Spectroscopy and Chemometrics News Weekly 16, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QC Testing Quality Checking LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 16, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Lab LINK

Spettroscopia e Chemiometria Weekly News 16, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità LINK

These are the "pigments" we have in our NIR application database LINK

We develop Near-Infrared (NIR) Spectroscopy Calibration Models and Software for Chemical Physical Parameter Analysis of Food, Feed, Process ... IoT Sensors | NIRS Analytical Laboratory Lab Analysis QC LINK

This week's NIR news Weekly is sponsored by Your-Company-Name-Here - Best-NIR-spectrometer. Check out their product page ... link




Chemometrics

"Study on identification of different producing areas of Gastrodia elata using multivariable selection and two-dimensional correlation spectroscopy of near infrared spectroscopy." LINK

"Evaluating matcha tea quality index using portable NIR spectroscopy coupled chemometric algorithms" LINK

"A transferable spectroscopic diagnosis model for predicting arsenic contamination in soil." LINK

"Evaluating matcha tea quality index using portable NIR spectroscopy coupled chemometric algorithms." LINK

"Cultivar Classification of Single Sweet Corn Seed Using Fourier Transform Near-Infrared Spectroscopy Combined with Discriminant Analysis" LINK

"Comparative nondestructive classification of partial waxy wheats using near-infrared (NIR) and Raman spectroscopy" LINK




Near Infrared

"Cr3+Doped Broadband NIR Garnet Phosphor with Enhanced Luminescence and its Application in NIR Spectroscopy" LINK

"In-line Application of Visible and Near-Infrared Diffuse Reflectance Spectroscopy to Identify Apple Varieties" LINK

"High-Throughput Biochemical Fingerprinting of Oleaginous Aurantiochytrium sp. Strains by Fourier Transform Infrared Spectroscopy (FT-IR) for Lipid and Carbohydrate Productions" LINK

"On-line detection of toxigenic fungal infection in wheat by visible/near infrared spectroscopy" LINK

"Shortwave Near-Infrared Spectroscopy for Rapid Detection of Aflatoxin B1 Contamination in Polished Rice." LINK

"Detection of cracked shell in intact aromatic young coconut using near infrared spectroscopy and acoustic response methods" LINK

"ASSESSMENT OF THE CHEMICAL CHANGE IN HEAT TREATED PINE WOOD BY NEAR INFRARED SPECTROSCOPY " LINK




Raman

Microscope-less lab-on-a-chip Raman spectroscopy of cell membranes | TW05 LINK

"Analysis of Cellulose and Lignocellulose Materials by Raman Spectroscopy: A Review of the Current Status" Molecules LINK




Hyperspectral

Simultaneous Hyperspectral Imaging & LiDAR Sensing Platform LINK




Process Control

"Feedforward and Feedback Control of a Pharmaceutical Coating Process" LINK




Agriculture

"Evaluation of the Optimum Harvesting Maturity of Makhwaen Fruit for the Perfumery Industry" Agriculture LINK

"Foods, Vol. 8, Pages 126: Physicochemical Properties and Pollen Profile of Oak Honeydew and Evergreen Oak Honeydew Honeys from Spain: A Comparative Study" LINK

"Early Visual Detection of Wheat Stripe Rust Using Visible/Near-Infrared Hyperspectral Imaging." LINK

"Foods, Vol. 8, Pages 137: Influence of Supplemental Feed Choice for Pasture-Based Cows on the Fatty Acid and Volatile Profile of Milk" LINK




Food & Feed

"Grape and juice handling: Assessing the use of visible and near infrared spectroscopy to rapidly evaluate the health status of grapes entering wineries" LINK




Pharma

"A rapid and non-destructive method for simultaneous determination of aflatoxigenic fungus and aflatoxin contamination on corn kernels." LINK




Laboratory

"A Strategy to Assess Quality Consistency of Drug Products." LINK

"Outsourcing Spectroscopic Analysis?" laboratory spectrometer Lab LINK




Other

"Classifying with confidence using Bayes rule and kernel density estimation" LINK

"Reestablishment of Protium cordatum (Burseraceae) based on integrative taxonomy" LINK

AI Trained on Decades of Food Research Is Making Brand-New Foods | by MachineLearning DeepLearning Cc LINK




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Procedures for NIR calibration – Creation of NIRS spectroscopy calibration curvesArbeitsweisen zur NIR Kalibrierung – Erstellung von NIRS-Spektroskopie Kalibrierungskurven Le procedure di calibrazione NIR – Realizzazione di curve di calibrazione NIRS spettroscopia

Do you know the effect that you prefer to try out their favorite data pretreatments in combination and often try the same wavelength selections based spectra of the visualized?

You try as six to ten combinations until one of them selects his favorite calibration model, to then continue to optimize. Since then suddenly fall to outliers, because it goes in depth, so is familiar with the data, we know now the spectra of numbers of outliers and is familiar with the extreme values.

Now, the focus is on the major components (principal components, Latent Variables, factors) and makes sure not to over-fit and under-fit not to. The whole takes a few hours and finally one is content with the model found.

So what would happen if you all in the beginning tried variants found outliers removed and re-evaluated and compared? The results would be better than that of the previous model choice? One does not try out? Because it is cumbersome and takes hours again?

We have developed a software which simplifies this so that also the number of model variations can be increased as desired. The variants generation is automated with an intelligent control system, as well as the optimization and comparing the models and finally the final selection of the best calibration model.

Our software includes all the usual known data pretreatment methods (data pre-processing) and can combine them useful. Since many Preteatments are directly dependent on the wavelength selection, such as the normalization the determined within a wavelength range of the scaling factors to normalize the spectra so that pretreatments with the wavelength ranges may be combined. So a variety of settings sensible model comes together that are all calculated and optimized. For the automatic selection of the relevant wavelength ranges, different methods are used, which are based on the spectral intensities. Thus, for example, regions with total absorption is not used, and often interfering water bands removed or retained.

Over all the calculated model variations as a summary outlier analysis can be made. Are there any new outliers (hidden outlier) discovered, all previous models can be automatically recalculated, optimized and compared without these outliers.

From this great number of calculated models with the statistical quality reviews (prediction performance) the optimum calibration can now be selected. For this purpose, not simply sorting by the prediction error (prediction error, SEP RMSEP) or the coefficient of determination (coefficient of determination r2), but by several statistical and test values are used jointly toward the final assessment of optimal calibration.

Thus we have created a platform that allows the highly automated work what a man can never do with a commercial software.

We therefore offer the largest number of matched to your application problem modeling calculations and choose the best calibration for you!

This means that our results are faster, more accurate, robust and objective basis (person independent) and quite easy for you to apply.

You have the full control of the models supplied by us, because we provide a clearly structured and detailed blueprint of the complete calibration, with all settings and parameters, with all necessary statistical characteristics and graphics.

Using this blueprint, you can adjust the quantitative calibration model itself in the software you use, understand and compare. You have everything under control form model creation, model validation and model refinement.

Your privacy is very important to us. The NIR data that you briefly provide us for the custom calibration development will remain of course your property. Your NIR data will be deleted after the job with us.


Start Calibrate


Interested, then do not hesitate to contact us.

Kennen Sie den Effekt, dass Sie bevorzugt ihre Lieblings-Datenvorbehandlungen in Kombination durchprobieren und oft die gleichen Wellenlängen-Selektionen anhand der visualisierten Spektren ausprobieren?

Man probiert z.B. sechs bis zehn Kombinationen aus, bis man davon sein favorisiertes Kalibrationsmodell auswählt, um es dann weiter zu optimieren. Da fallen dann plötzlich Ausreisser (Outlier) auf, weil man in die Tiefe geht, also mit den Daten vertraut ist, man kennt mittlerweile die Spektren-Nummern der Ausreisser und ist mit den Extremwerten vertraut.

Jetzt fokussiert man sich auf die Hauptkomponenten (Principal Components, Latent Variables, Faktoren) und achtet darauf nicht zu über-fitten und nicht zu unter-fitten. Das ganze dauert ein paar Stunden und schliesslich begnügt man sich mit dem gefundenen Modell.

Was wäre nun, wenn man in all den zu Beginn ausprobierten Varianten, die gefundenen Ausreisser entfernt und nochmals berechnet und vergleicht? Wären die Ergebnisse besser als die von der bisherigen Modell Wahl? Man probiert es nicht aus? Weil es mühsam ist und wieder Stunden dauert?

Wir haben eine Software entwickelt die dies so vereinfacht, dass auch die Anzahl der Modell Variationen beliebig erhöht werden kann. Die Varianten Erzeugung läuft automatisiert mit einem intelligenten Regelsystem, so auch die Optimierung und das Vergleichen der Modelle und schliesslich die finale Auswahl des Besten Kalibrations Modell.

Unsere Software beinhaltet alle üblichen bekannten Datenvorbehandlungs Methoden (Preteatments) und kann diese sinnvoll kombinieren. Da viele Preteatments direkt abhängig sind von der Wellenlängen Selektion, so z.B. die Normalisierungen die innerhalb eines Wellenlängen-Bereiches die Skalierungsfaktoren ermittelt, um die Spektren damit zu normieren, werden die Pretreatments mit dem Wellenlängen-Bereichen kombiniert. So kommt eine Vielzahl von sinnvollen Modell Einstellungen zusammen die alle berechnet und optimiert werden.

Für die automatische Auswahl der relevanten Wellenlängen Bereiche kommen verschiedene Methoden zum Einsatz, die sich an den Spektren Intensitäten orientieren. So werden z.B. Bereiche mit Totalabsorption nicht verwendet, oftmals störende Wasserbanden entfernt oder beibehalten.

Über all die berechneten Modell Variationen können so zusammenfassende Outlier Analysen gemacht werden. Werden durch die gefahrenen Versuche neue Outlier (Hidden Outlier) entdeckt, können alle bisherigen Modelle automatisch ohne diese Ausreisser nachberechnet, optimiert und verglichen werden.

Aus dieser Vielzahl berechneter Modelle mit deren Statistischen Güte Bewertungen (Prediction Performance) kann nun die optimale Kalibration ausgewählt werden. Dazu wird nicht einfach nach dem Vorhersage Fehler (Prediction Error, SEP, RMSEP) oder nach dem Bestimmtheitsmaß (Coefficient of Determination r2) sortiert, sondern mehrere Statistik- und Testwerte gemeinsam zur umfänglichen Beurteilung der optimalen Kalibration herangezogen.

Somit haben wir eine Plattform geschaffen, die es ermöglicht hochgradig automatisiert das zu tun, was ein Mensch niemals mit einer handelsüblichen Software tun kann.

Wir bieten damit die grösste Anzahl auf Ihr Applikations-Problem angepasste Modellierungs-Berechnungen und wählen die beste Kalibration für Sie aus!

Das heisst, unsere Ergebnisse sind schneller, genauer, robuster und objektiv ausgewählt (Personen unabhängig) und für Sie ganz einfach anzuwenden.

Die Kontrolle über die von uns gelieferten Modelle haben Sie vollumfänglich, denn wir liefern einen klar strukturierten und detaillierten Bauplan der  kompletten Kalibration, mit allen Einstellungen und Parametern, mit allen notwendigen Statistischen Kenngrössen und Grafiken.

Anhand dieses Bauplans können Sie das quantitative Kalibrations Modell selbst in der von Ihnen verwendeten Software nachstellen, nachvollziehen und vergleichen. Sie haben so alles im Griff, für die Modell-Validierung und die Modellpflege.

Der Datenschutz ist uns sehr wichtig. Die NIR Daten, die Sie uns für die Kalibrations-Erstellung kurzzeitig zu Verfügung stellen bleiben selbstverständlich Ihr Eigentum. Ihre NIR Daten werden nach Abschluss des Auftrags bei uns gelöscht.


Start Calibrate


Interessiert, dann zögern Sie nicht uns zu kontaktieren.

Do you know the effect that you prefer to try out their favorite data pretreatments in combination and often try the same wavelength selections based spectra of the visualized?

You try as six to ten combinations until one of them selects his favorite calibration model, to then continue to optimize. Since then suddenly fall to outliers, because it goes in depth, so is familiar with the data, we know now the spectra of numbers of outliers and is familiar with the extreme values.

Now, the focus is on the major components (principal components, Latent Variables, factors) and makes sure not to over-fit and under-fit not to. The whole takes a few hours and finally one is content with the model found.

So what would happen if you all in the beginning tried variants found outliers removed and re-evaluated and compared? The results would be better than that of the previous model choice? One does not try out? Because it is cumbersome and takes hours again?

We have developed a software which simplifies this so that also the number of model variations can be increased as desired. The variants generation is automated with an intelligent control system, as well as the optimization and comparing the models and finally the final selection of the best calibration model.

Our software includes all the usual known data pretreatment methods (data pre-processing) and can combine them useful. Since many Preteatments are directly dependent on the wavelength selection, such as the normalization the determined within a wavelength range of the scaling factors to normalize the spectra so that pretreatments with the wavelength ranges may be combined. So a variety of settings sensible model comes together that are all calculated and optimized. For the automatic selection of the relevant wavelength ranges, different methods are used, which are based on the spectral intensities. Thus, for example, regions with total absorption is not used, and often interfering water bands removed or retained.

Over all the calculated model variations as a summary outlier analysis can be made. Are there any new outliers (hidden outlier) discovered, all previous models can be automatically recalculated, optimized and compared without these outliers.

From this great number of calculated models with the statistical quality reviews (prediction performance) the optimum calibration can now be selected. For this purpose, not simply sorting by the prediction error (prediction error, SEP RMSEP) or the coefficient of determination (coefficient of determination r2), but by several statistical and test values are used jointly toward the final assessment of optimal calibration.

Thus we have created a platform that allows the highly automated work what a man can never do with a commercial software.

We therefore offer the largest number of matched to your application problem modeling calculations and choose the best calibration for you!

This means that our results are faster, more accurate, robust and objective basis (person independent) and quite easy for you to apply.

You have the full control of the models supplied by us, because we provide a clearly structured and detailed blueprint of the complete calibration, with all settings and parameters, with all necessary statistical characteristics and graphics.

Using this blueprint, you can adjust the quantitative calibration model itself in the software you use, understand and compare. You have everything under control form model creation, model validation and model refinement.

Your privacy is very important to us. The NIR data that you briefly provide us for the custom calibration development will remain of course your property. Your NIR data will be deleted after the job with us.


Start Calibrate


Interested, then do not hesitate to contact us.