Spectroscopy and Chemometrics News (KW #11-#30 2018)Spectroscopy and Chemometrics News (KW #11-#30 2018)Spectroscopy and Chemometrics News (KW #11-#30 2018)

Chemometrics

"Identifying and filtering out outliers in spatial datasets" (2018.07.25) LINK

"Phenomic selection: a low-cost and high-throughput method based on indirect predictions. Proof of concept on wheat and poplar." (2018.07.25) LINK

"An improved variable selection method for support vector regression in NIR spectral modeling" (2018.07.25) LINK

"Near-Infrared Spectroscopy and Chemometrics for the Routine Detection of Bilberry Extract Adulteration and Quantitative Determination of the Anthocyanins" (2018.07.25) LINK

"Modern practical convolutional neural networks for multivariate regression: Applications to NIR calibration" (2018.07.25) LINK

"Automated NIR-Spectroscopy chemometrics-method development with machine-learning for spectrometers, spectral IoT-sensor/smart-sensors" - read without Hashtags (2018.07.25) LINK

An interesting explanation of "Automated Machine Learning vs Automated Data Science" | Automated MachineLearning DataScience (2018.07.03) LINK

"Evaluation of Quality Parameters of Apple Juices Using Near-Infrared Spectroscopy and Chemometrics" (2018.07.02) LINK

"Chemometric approaches for document dating: Handling paper variability" (2018.06.27) LINK

"Development and comparison of regression models for the determination of quality parameters in margarine spread samples using NIR spectroscopy" (2018.06.27) LINK

"The non-destructive technique such as Near Infrared Spectroscopy (NIRS) along with Chemometrics has been successful in predicting the quality parameters but not well established for on-vine/in-orchard fruit quality measurement." (2018.06.27) LINK

"Quantification of leghaemoglobin content in pea nodules based on near infrared hyperspectral imaging spectroscopy and chemometrics" (2018.06.15) LINK

"Exploring the Applicability of Quantitative Models Based on NIR Reflectance Spectroscopy of Plant Samples" | tobacco (2018.06.15) LINK

"Interval lasso regression based Extreme learning machine for nonlinear multivariate calibration of near infrared spectroscopic datasets" (2018.06.05) LINK

"Soft and Robust Identification of Body Fluid Using Fourier Transform Infrared Spectroscopy and Chemometric Strategies for Forensic Analysis" (2018.06.05) LINK

"Temporal decomposition sampling and chemical characterization of eucalyptus harvest residues using NIR spectroscopy and chemometric methods" (2018.06.05) LINK

: The emission spectrum of each element is a unique identifier — like the DNA of the element — and the spectral analysis of a light source is essentially a Principal Component Analysis of its components — like explanatory DataScience. Get your p… (2018.06.05) LINK

"Rice Classification Using Hyperspectral Imaging and Deep Convolutional Neural Network" DCNN (2018.05.31) LINK

"Development and comparison of regression models for determination of quality parameters in margarine spread samples using NIR spectroscopy" (2018.05.31) LINK

"Application of FTIR Spectroscopy and Chemometrics for Halal Authentication of Beef Meatball Adulterated with Dog Meat" (2018.05.31) LINK

Prediction of amino acids, caffeine, theaflavins and water extract in black tea by FT-NIR spectroscopy coupled chemometrics algorithms (2018.05.31) LINK

Chemometrics in Analytical Chemistry (CAC) Conference, Halifax, 17th CAC Meeting, June 25-29, 2018 (2018.05.31) LINK

Spatially Resolved Spectral Powder Analysis: Experiments and Modeling (2018.04.05) LINK

Calibration Transfer based on the Weight Matrix (CTWM) of PLS for near infrared (NIR) spectral analysis (2018.04.05) LINK

"A novel multivariate calibration method based on variable adaptive boosting partial least squares algorithm" (2018.03.28) LINK

"How Many ML Models You Have NOT Built?" (2018.03.28) LINK

"Calibration model maintenance in melamine resin production: Integrating drift detection, smart sample selection and model adaptation" (2018.03.27) LINK

"Application of NIR spectroscopy and chemometrics for revealing of the ‘high quality fakes’ among the medicines" (2018.03.27) LINK

"Dual-Domain Calibration Transfer Using Orthogonal Projection" (2018.03.14) LINK

"A Review of Calibration Transfer Practices and Instrument Differences in Spectroscopy" (2018.03.14) LINK



Near Infrared

"Near-infrared chemical imaging used for in-line analysis of functional finishes on textiles." (2018.07.25) LINK

"A comparison between NIR and ATR-FTIR spectroscopy for varietal differentiation of Spanish intact almonds" (2018.07.25) LINK

Worked examples of MSC and SNV correction for NIR spectroscopy in Python. nirs (2018.07.25) LINK

"Evolution of Frying Oil Quality Using Fourier Transform Near-Infrared (FT-NIR) Spectroscopy" - FryingOil FTNIR (2018.07.25) LINK

"Evaluation of drying of edible coating on bread using NIR spectroscopy" (2018.07.25) LINK

very interesting article. NIRS is cheaper than molecular markers (2018.07.13) LINK

FlowChemMondays application of a portable near-infrared spectrophotometer (MicroNIR) for in-line monitoring of the synthesis of 5-hydroxymethylfurfural (5-HMF) from D-fructose is described in OPRD | flowchemistry (2018.07.03) LINK

"Accurate and rapid detection of soil and fertilizer properties based on visible/near-infrared spectroscopy" (2018.06.25) LINK

"Detection of Veterinary Antimicrobial Residues in Milk through Near-Infrared Absorption Spectroscopy" (2018.06.05) LINK

"Calibration is key - the calibration is the most important part of the NIRS method" near-infrared reflectance spectroscopy NIRS - from the lab to the field... forage quality agchat handheldNIRS Lab2Field (2018.06.05) LINK

"Assessment of tomato soluble solids content and pH by spatially-resolved and conventional Vis/NIR spectroscopy" (2018.05.31) LINK

"A novel method for geographical origin identification of Tetrastigma hemsleyanum (Sanyeqing) by near-infrared spectroscopy" (2018.05.31) LINK

"Effects of moisture on automatic textile fiber identification by NIR spectroscopy" (2018.05.31) LINK

"Rapid, noninvasive detection of Zika virus in Aedes aegypti mosquitoes by near-infrared spectroscopy" (2018.05.31) LINK

Method for Identifying Maize Haploid Seeds by Applying Diffuse Transmission Near-Infrared Spectroscopy (2018.04.05) LINK

This article is about NIR Spectroscopy. (2018.03.27) LINK

"Combining Fractional Order Derivative and Spectral Variable Selection for Organic Matter Estimation of Homogeneous Soil Samples by VIS-NIR Spectroscopy" (2018.03.27) LINK

"Concentration monitoring with near infrared chemical imaging in a tableting press" (2018.03.14) LINK

"NIR Chemical Imaging Can Help Maintain the Safety of Pharmaceutical Tablets" | NIRCI (2018.03.14) LINK



Infrared

"High Throughput Screening of Elite Loblolly Pine Families for Chemical and Bioenergy Traits with Near Infrared Spectroscopy" (2018.07.25) LINK

"Non-Destructive Methodology to Determine Modulus of Elasticity (MOE) in Static Bending of Quercus mongolica Using Near-Infrared Spectroscopy" wood (2018.06.27) LINK

"Near infrared spectroscopy as an alternative method for rapid evaluation of toluene swell of natural rubber latex and its products" (2018.06.25) LINK

"The Application of Discrete Wavelet Transform with Improved Partial Least-Squares Method for the Estimation of Soil Properties with Visible and Near-Infrared Spectral Data" (2018.06.05) LINK

"Mutual factor analysis for quantitative analysis by temperature dependent near infrared spectra." (2018.03.27) LINK

"Evaluating the Applications of the Near-Infrared Region in Mapping Foliar N in the Miombo Woodlands" (2018.03.27) LINK



Raman

"Differentiating Donor Age Groups Based on Raman Spectroscopy of Bloodstains for Forensic Purposes" (2018.06.27) LINK



Hyperspectral

"Evaluation of Near-Infrared Hyperspectral Imaging for Detection of Peanut and Walnut Powders in Whole Wheat Flour" (2018.07.03) LINK

"Potential of Visible and Near-Infrared Hyperspectral Imaging for Detection of Diaphania pyloalis Larvae and Damage on Mulberry Leaves" (2018.07.03) LINK

"Quantification of leghaemoglobin content in pea nodules based on near infrared hyperspectral imaging spectroscopy and chemometrics" (2018.06.15) LINK

Optics

"Spectral Fiber Sensors for Cancer Diagnostics" by artphotonics | Optical Fibers (2018.07.03) LINK





Facts

"This is your brain detecting patterns. It is different from other kinds of learning, study shows" (2018.06.01) LINK



Research

Android Tricorder: Google übernimmt Startup, das Körperwerte mit dem Smartphone messen kann (2017.08.16) LINK





Equipment

"Comparing the qualitative performances of handheld NIR and Raman spectrometers for the analysis of falsified pharmaceutical products." (2018.07.25) LINK

"Tiny $25 Spectrometer Aims to Identify Materials with Ease" (2018.05.31) LINK

"Comparison of Portable and Bench-Top Spectrometers for Mid-Infrared Diffuse Reflectance Measurements of Soils" (2018.03.28) LINK



Environment

Nonlinear Regression with High-Dimensional Space Mapping for Blood Component Spectral Quantitative Analysis (2018.02.02) LINK



Agriculture

"Bluret Protein Measurement Machine, a technological disrupter of its day" (2018.07.03) LINK

"Identification and quantification of microplastics in table sea salts using micro-NIR imaging methods" (2018.05.31) LINK



Food & Feed

"Non-Invasive Methodology to Estimate Polyphenol Content in Extra Virgin Olive Oil Based on Stepwise Multilinear Regression" (2018.03.27) LINK

Rapid Determination of Active Compounds and Antioxidant Activity of Okra Seeds Using Fourier Transform Near Infrared (FT-NIR) Spectroscopy FTNIR Polyphenols Flavonoids AntioxidantActivity | (2018.03.03) LINK



Pharma

"Quantification of pharmaceuticals contaminants in wastewaters by NIR spectroscopy" (2018.07.25) LINK



Laboratory

Spectroscopy used to be confined to the laboratory. Today, portable NeoSpectra SpectralSensors bring the power of NIR out of the lab and into the field. (2018.06.20) LINK



Other

"Non-Destructive Methodology to Determine Modulus of Elasticity (MOE) in Static Bending of Quercus mongolica Usin… (2018.06.27) LINK

"The Application of Discrete Wavelet Transform with Improved Partial Least-Squares Method for the Estimation of… (2018.06.05) LINK

: The emission spectrum of each element is a unique identifier — like the DNA of the element — and the spectral analysis of a light source is essentially a Principal Component Analysis of its components — like explanatory DataScience. Get your p… (2018.06.05) LINK

An Innovative Approach to Exploit the Reflection Spectroscopy of Liquid Characteristics (2018.04.05) LINK

"Combining Fractional Order Derivative and Spectral Variable Selection for Organic Matter Estimation of Homogeneous Soil Samples by VIS-NIR Spectroscopy" (2018.03.27) LINK



Chemometrics

"Identifying and filtering out outliers in spatial datasets" (2018.07.25) LINK

"Phenomic selection: a low-cost and high-throughput method based on indirect predictions. Proof of concept on wheat and poplar." (2018.07.25) LINK

"An improved variable selection method for support vector regression in NIR spectral modeling" (2018.07.25) LINK

"Near-Infrared Spectroscopy and Chemometrics for the Routine Detection of Bilberry Extract Adulteration and Quantitative Determination of the Anthocyanins" (2018.07.25) LINK

"Modern practical convolutional neural networks for multivariate regression: Applications to NIR calibration" (2018.07.25) LINK

"Automated NIR-Spectroscopy chemometrics-method development with machine-learning for spectrometers, spectral IoT-sensor/smart-sensors" - read without Hashtags (2018.07.25) LINK

An interesting explanation of "Automated Machine Learning vs Automated Data Science" | Automated MachineLearning DataScience (2018.07.03) LINK

"Evaluation of Quality Parameters of Apple Juices Using Near-Infrared Spectroscopy and Chemometrics" (2018.07.02) LINK

"Chemometric approaches for document dating: Handling paper variability" (2018.06.27) LINK

"Development and comparison of regression models for the determination of quality parameters in margarine spread samples using NIR spectroscopy" (2018.06.27) LINK

"The non-destructive technique such as Near Infrared Spectroscopy (NIRS) along with Chemometrics has been successful in predicting the quality parameters but not well established for on-vine/in-orchard fruit quality measurement." (2018.06.27) LINK

"Quantification of leghaemoglobin content in pea nodules based on near infrared hyperspectral imaging spectroscopy and chemometrics" (2018.06.15) LINK

"Exploring the Applicability of Quantitative Models Based on NIR Reflectance Spectroscopy of Plant Samples" | tobacco (2018.06.15) LINK

"Interval lasso regression based Extreme learning machine for nonlinear multivariate calibration of near infrared spectroscopic datasets" (2018.06.05) LINK

"Soft and Robust Identification of Body Fluid Using Fourier Transform Infrared Spectroscopy and Chemometric Strategies for Forensic Analysis" (2018.06.05) LINK

"Temporal decomposition sampling and chemical characterization of eucalyptus harvest residues using NIR spectroscopy and chemometric methods" (2018.06.05) LINK

: The emission spectrum of each element is a unique identifier — like the DNA of the element — and the spectral analysis of a light source is essentially a Principal Component Analysis of its components — like explanatory DataScience. Get your p… (2018.06.05) LINK

"Rice Classification Using Hyperspectral Imaging and Deep Convolutional Neural Network" DCNN (2018.05.31) LINK

"Development and comparison of regression models for determination of quality parameters in margarine spread samples using NIR spectroscopy" (2018.05.31) LINK

"Application of FTIR Spectroscopy and Chemometrics for Halal Authentication of Beef Meatball Adulterated with Dog Meat" (2018.05.31) LINK

Prediction of amino acids, caffeine, theaflavins and water extract in black tea by FT-NIR spectroscopy coupled chemometrics algorithms (2018.05.31) LINK

Chemometrics in Analytical Chemistry (CAC) Conference, Halifax, 17th CAC Meeting, June 25-29, 2018 (2018.05.31) LINK

Spatially Resolved Spectral Powder Analysis: Experiments and Modeling (2018.04.05) LINK

Calibration Transfer based on the Weight Matrix (CTWM) of PLS for near infrared (NIR) spectral analysis (2018.04.05) LINK

"A novel multivariate calibration method based on variable adaptive boosting partial least squares algorithm" (2018.03.28) LINK

"How Many ML Models You Have NOT Built?" (2018.03.28) LINK

"Calibration model maintenance in melamine resin production: Integrating drift detection, smart sample selection and model adaptation" (2018.03.27) LINK

"Application of NIR spectroscopy and chemometrics for revealing of the ‘high quality fakes’ among the medicines" (2018.03.27) LINK

"Dual-Domain Calibration Transfer Using Orthogonal Projection" (2018.03.14) LINK

"A Review of Calibration Transfer Practices and Instrument Differences in Spectroscopy" (2018.03.14) LINK



Near Infrared

"Near-infrared chemical imaging used for in-line analysis of functional finishes on textiles." (2018.07.25) LINK

"A comparison between NIR and ATR-FTIR spectroscopy for varietal differentiation of Spanish intact almonds" (2018.07.25) LINK

Worked examples of MSC and SNV correction for NIR spectroscopy in Python. nirs (2018.07.25) LINK

"Evolution of Frying Oil Quality Using Fourier Transform Near-Infrared (FT-NIR) Spectroscopy" - FryingOil FTNIR (2018.07.25) LINK

"Evaluation of drying of edible coating on bread using NIR spectroscopy" (2018.07.25) LINK

very interesting article. NIRS is cheaper than molecular markers (2018.07.13) LINK

FlowChemMondays application of a portable near-infrared spectrophotometer (MicroNIR) for in-line monitoring of the synthesis of 5-hydroxymethylfurfural (5-HMF) from D-fructose is described in OPRD | flowchemistry (2018.07.03) LINK

"Accurate and rapid detection of soil and fertilizer properties based on visible/near-infrared spectroscopy" (2018.06.25) LINK

"Detection of Veterinary Antimicrobial Residues in Milk through Near-Infrared Absorption Spectroscopy" (2018.06.05) LINK

"Calibration is key - the calibration is the most important part of the NIRS method" near-infrared reflectance spectroscopy NIRS - from the lab to the field... forage quality agchat handheldNIRS Lab2Field (2018.06.05) LINK

"Assessment of tomato soluble solids content and pH by spatially-resolved and conventional Vis/NIR spectroscopy" (2018.05.31) LINK

"A novel method for geographical origin identification of Tetrastigma hemsleyanum (Sanyeqing) by near-infrared spectroscopy" (2018.05.31) LINK

"Effects of moisture on automatic textile fiber identification by NIR spectroscopy" (2018.05.31) LINK

"Rapid, noninvasive detection of Zika virus in Aedes aegypti mosquitoes by near-infrared spectroscopy" (2018.05.31) LINK

Method for Identifying Maize Haploid Seeds by Applying Diffuse Transmission Near-Infrared Spectroscopy (2018.04.05) LINK

This article is about NIR Spectroscopy. (2018.03.27) LINK

"Combining Fractional Order Derivative and Spectral Variable Selection for Organic Matter Estimation of Homogeneous Soil Samples by VIS-NIR Spectroscopy" (2018.03.27) LINK

"Concentration monitoring with near infrared chemical imaging in a tableting press" (2018.03.14) LINK

"NIR Chemical Imaging Can Help Maintain the Safety of Pharmaceutical Tablets" | NIRCI (2018.03.14) LINK



Infrared

"High Throughput Screening of Elite Loblolly Pine Families for Chemical and Bioenergy Traits with Near Infrared Spectroscopy" (2018.07.25) LINK

"Non-Destructive Methodology to Determine Modulus of Elasticity (MOE) in Static Bending of Quercus mongolica Using Near-Infrared Spectroscopy" wood (2018.06.27) LINK

"Near infrared spectroscopy as an alternative method for rapid evaluation of toluene swell of natural rubber latex and its products" (2018.06.25) LINK

"The Application of Discrete Wavelet Transform with Improved Partial Least-Squares Method for the Estimation of Soil Properties with Visible and Near-Infrared Spectral Data" (2018.06.05) LINK

"Mutual factor analysis for quantitative analysis by temperature dependent near infrared spectra." (2018.03.27) LINK

"Evaluating the Applications of the Near-Infrared Region in Mapping Foliar N in the Miombo Woodlands" (2018.03.27) LINK



Raman

"Differentiating Donor Age Groups Based on Raman Spectroscopy of Bloodstains for Forensic Purposes" (2018.06.27) LINK



Hyperspectral

"Evaluation of Near-Infrared Hyperspectral Imaging for Detection of Peanut and Walnut Powders in Whole Wheat Flour" (2018.07.03) LINK

"Potential of Visible and Near-Infrared Hyperspectral Imaging for Detection of Diaphania pyloalis Larvae and Damage on Mulberry Leaves" (2018.07.03) LINK

"Quantification of leghaemoglobin content in pea nodules based on near infrared hyperspectral imaging spectroscopy and chemometrics" (2018.06.15) LINK

Optics

"Spectral Fiber Sensors for Cancer Diagnostics" by artphotonics | Optical Fibers (2018.07.03) LINK





Facts

"This is your brain detecting patterns. It is different from other kinds of learning, study shows" (2018.06.01) LINK



Research

Android Tricorder: Google übernimmt Startup, das Körperwerte mit dem Smartphone messen kann (2017.08.16) LINK





Equipment

"Comparing the qualitative performances of handheld NIR and Raman spectrometers for the analysis of falsified pharmaceutical products." (2018.07.25) LINK

"Tiny $25 Spectrometer Aims to Identify Materials with Ease" (2018.05.31) LINK

"Comparison of Portable and Bench-Top Spectrometers for Mid-Infrared Diffuse Reflectance Measurements of Soils" (2018.03.28) LINK



Environment

Nonlinear Regression with High-Dimensional Space Mapping for Blood Component Spectral Quantitative Analysis (2018.02.02) LINK



Agriculture

"Bluret Protein Measurement Machine, a technological disrupter of its day" (2018.07.03) LINK

"Identification and quantification of microplastics in table sea salts using micro-NIR imaging methods" (2018.05.31) LINK



Food & Feed

"Non-Invasive Methodology to Estimate Polyphenol Content in Extra Virgin Olive Oil Based on Stepwise Multilinear Regression" (2018.03.27) LINK

Rapid Determination of Active Compounds and Antioxidant Activity of Okra Seeds Using Fourier Transform Near Infrared (FT-NIR) Spectroscopy FTNIR Polyphenols Flavonoids AntioxidantActivity | (2018.03.03) LINK



Pharma

"Quantification of pharmaceuticals contaminants in wastewaters by NIR spectroscopy" (2018.07.25) LINK



Laboratory

Spectroscopy used to be confined to the laboratory. Today, portable NeoSpectra SpectralSensors bring the power of NIR out of the lab and into the field. (2018.06.20) LINK



Other

"Non-Destructive Methodology to Determine Modulus of Elasticity (MOE) in Static Bending of Quercus mongolica Usin… (2018.06.27) LINK

"The Application of Discrete Wavelet Transform with Improved Partial Least-Squares Method for the Estimation of… (2018.06.05) LINK

: The emission spectrum of each element is a unique identifier — like the DNA of the element — and the spectral analysis of a light source is essentially a Principal Component Analysis of its components — like explanatory DataScience. Get your p… (2018.06.05) LINK

An Innovative Approach to Exploit the Reflection Spectroscopy of Liquid Characteristics (2018.04.05) LINK

"Combining Fractional Order Derivative and Spectral Variable Selection for Organic Matter Estimation of Homogeneous Soil Samples by VIS-NIR Spectroscopy" (2018.03.27) LINK



Chemometrics

"Identifying and filtering out outliers in spatial datasets" (2018.07.25) LINK

"Phenomic selection: a low-cost and high-throughput method based on indirect predictions. Proof of concept on wheat and poplar." (2018.07.25) LINK

"An improved variable selection method for support vector regression in NIR spectral modeling" (2018.07.25) LINK

"Near-Infrared Spectroscopy and Chemometrics for the Routine Detection of Bilberry Extract Adulteration and Quantitative Determination of the Anthocyanins" (2018.07.25) LINK

"Modern practical convolutional neural networks for multivariate regression: Applications to NIR calibration" (2018.07.25) LINK

"Automated NIR-Spectroscopy chemometrics-method development with machine-learning for spectrometers, spectral IoT-sensor/smart-sensors" - read without Hashtags (2018.07.25) LINK

An interesting explanation of "Automated Machine Learning vs Automated Data Science" | Automated MachineLearning DataScience (2018.07.03) LINK

"Evaluation of Quality Parameters of Apple Juices Using Near-Infrared Spectroscopy and Chemometrics" (2018.07.02) LINK

"Chemometric approaches for document dating: Handling paper variability" (2018.06.27) LINK

"Development and comparison of regression models for the determination of quality parameters in margarine spread samples using NIR spectroscopy" (2018.06.27) LINK

"The non-destructive technique such as Near Infrared Spectroscopy (NIRS) along with Chemometrics has been successful in predicting the quality parameters but not well established for on-vine/in-orchard fruit quality measurement." (2018.06.27) LINK

"Quantification of leghaemoglobin content in pea nodules based on near infrared hyperspectral imaging spectroscopy and chemometrics" (2018.06.15) LINK

"Exploring the Applicability of Quantitative Models Based on NIR Reflectance Spectroscopy of Plant Samples" | tobacco (2018.06.15) LINK

"Interval lasso regression based Extreme learning machine for nonlinear multivariate calibration of near infrared spectroscopic datasets" (2018.06.05) LINK

"Soft and Robust Identification of Body Fluid Using Fourier Transform Infrared Spectroscopy and Chemometric Strategies for Forensic Analysis" (2018.06.05) LINK

"Temporal decomposition sampling and chemical characterization of eucalyptus harvest residues using NIR spectroscopy and chemometric methods" (2018.06.05) LINK

: The emission spectrum of each element is a unique identifier — like the DNA of the element — and the spectral analysis of a light source is essentially a Principal Component Analysis of its components — like explanatory DataScience. Get your p… (2018.06.05) LINK

"Rice Classification Using Hyperspectral Imaging and Deep Convolutional Neural Network" DCNN (2018.05.31) LINK

"Development and comparison of regression models for determination of quality parameters in margarine spread samples using NIR spectroscopy" (2018.05.31) LINK

"Application of FTIR Spectroscopy and Chemometrics for Halal Authentication of Beef Meatball Adulterated with Dog Meat" (2018.05.31) LINK

Prediction of amino acids, caffeine, theaflavins and water extract in black tea by FT-NIR spectroscopy coupled chemometrics algorithms (2018.05.31) LINK

Chemometrics in Analytical Chemistry (CAC) Conference, Halifax, 17th CAC Meeting, June 25-29, 2018 (2018.05.31) LINK

Spatially Resolved Spectral Powder Analysis: Experiments and Modeling (2018.04.05) LINK

Calibration Transfer based on the Weight Matrix (CTWM) of PLS for near infrared (NIR) spectral analysis (2018.04.05) LINK

"A novel multivariate calibration method based on variable adaptive boosting partial least squares algorithm" (2018.03.28) LINK

"How Many ML Models You Have NOT Built?" (2018.03.28) LINK

"Calibration model maintenance in melamine resin production: Integrating drift detection, smart sample selection and model adaptation" (2018.03.27) LINK

"Application of NIR spectroscopy and chemometrics for revealing of the ‘high quality fakes’ among the medicines" (2018.03.27) LINK

"Dual-Domain Calibration Transfer Using Orthogonal Projection" (2018.03.14) LINK

"A Review of Calibration Transfer Practices and Instrument Differences in Spectroscopy" (2018.03.14) LINK



Near Infrared

"Near-infrared chemical imaging used for in-line analysis of functional finishes on textiles." (2018.07.25) LINK

"A comparison between NIR and ATR-FTIR spectroscopy for varietal differentiation of Spanish intact almonds" (2018.07.25) LINK

Worked examples of MSC and SNV correction for NIR spectroscopy in Python. nirs (2018.07.25) LINK

"Evolution of Frying Oil Quality Using Fourier Transform Near-Infrared (FT-NIR) Spectroscopy" - FryingOil FTNIR (2018.07.25) LINK

"Evaluation of drying of edible coating on bread using NIR spectroscopy" (2018.07.25) LINK

very interesting article. NIRS is cheaper than molecular markers (2018.07.13) LINK

FlowChemMondays application of a portable near-infrared spectrophotometer (MicroNIR) for in-line monitoring of the synthesis of 5-hydroxymethylfurfural (5-HMF) from D-fructose is described in OPRD | flowchemistry (2018.07.03) LINK

"Accurate and rapid detection of soil and fertilizer properties based on visible/near-infrared spectroscopy" (2018.06.25) LINK

"Detection of Veterinary Antimicrobial Residues in Milk through Near-Infrared Absorption Spectroscopy" (2018.06.05) LINK

"Calibration is key - the calibration is the most important part of the NIRS method" near-infrared reflectance spectroscopy NIRS - from the lab to the field... forage quality agchat handheldNIRS Lab2Field (2018.06.05) LINK

"Assessment of tomato soluble solids content and pH by spatially-resolved and conventional Vis/NIR spectroscopy" (2018.05.31) LINK

"A novel method for geographical origin identification of Tetrastigma hemsleyanum (Sanyeqing) by near-infrared spectroscopy" (2018.05.31) LINK

"Effects of moisture on automatic textile fiber identification by NIR spectroscopy" (2018.05.31) LINK

"Rapid, noninvasive detection of Zika virus in Aedes aegypti mosquitoes by near-infrared spectroscopy" (2018.05.31) LINK

Method for Identifying Maize Haploid Seeds by Applying Diffuse Transmission Near-Infrared Spectroscopy (2018.04.05) LINK

This article is about NIR Spectroscopy. (2018.03.27) LINK

"Combining Fractional Order Derivative and Spectral Variable Selection for Organic Matter Estimation of Homogeneous Soil Samples by VIS-NIR Spectroscopy" (2018.03.27) LINK

"Concentration monitoring with near infrared chemical imaging in a tableting press" (2018.03.14) LINK

"NIR Chemical Imaging Can Help Maintain the Safety of Pharmaceutical Tablets" | NIRCI (2018.03.14) LINK



Infrared

"High Throughput Screening of Elite Loblolly Pine Families for Chemical and Bioenergy Traits with Near Infrared Spectroscopy" (2018.07.25) LINK

"Non-Destructive Methodology to Determine Modulus of Elasticity (MOE) in Static Bending of Quercus mongolica Using Near-Infrared Spectroscopy" wood (2018.06.27) LINK

"Near infrared spectroscopy as an alternative method for rapid evaluation of toluene swell of natural rubber latex and its products" (2018.06.25) LINK

"The Application of Discrete Wavelet Transform with Improved Partial Least-Squares Method for the Estimation of Soil Properties with Visible and Near-Infrared Spectral Data" (2018.06.05) LINK

"Mutual factor analysis for quantitative analysis by temperature dependent near infrared spectra." (2018.03.27) LINK

"Evaluating the Applications of the Near-Infrared Region in Mapping Foliar N in the Miombo Woodlands" (2018.03.27) LINK



Raman

"Differentiating Donor Age Groups Based on Raman Spectroscopy of Bloodstains for Forensic Purposes" (2018.06.27) LINK



Hyperspectral

"Evaluation of Near-Infrared Hyperspectral Imaging for Detection of Peanut and Walnut Powders in Whole Wheat Flour" (2018.07.03) LINK

"Potential of Visible and Near-Infrared Hyperspectral Imaging for Detection of Diaphania pyloalis Larvae and Damage on Mulberry Leaves" (2018.07.03) LINK

"Quantification of leghaemoglobin content in pea nodules based on near infrared hyperspectral imaging spectroscopy and chemometrics" (2018.06.15) LINK

Optics

"Spectral Fiber Sensors for Cancer Diagnostics" by artphotonics | Optical Fibers (2018.07.03) LINK





Facts

"This is your brain detecting patterns. It is different from other kinds of learning, study shows" (2018.06.01) LINK



Research

Android Tricorder: Google übernimmt Startup, das Körperwerte mit dem Smartphone messen kann (2017.08.16) LINK





Equipment

"Comparing the qualitative performances of handheld NIR and Raman spectrometers for the analysis of falsified pharmaceutical products." (2018.07.25) LINK

"Tiny $25 Spectrometer Aims to Identify Materials with Ease" (2018.05.31) LINK

"Comparison of Portable and Bench-Top Spectrometers for Mid-Infrared Diffuse Reflectance Measurements of Soils" (2018.03.28) LINK



Environment

Nonlinear Regression with High-Dimensional Space Mapping for Blood Component Spectral Quantitative Analysis (2018.02.02) LINK



Agriculture

"Bluret Protein Measurement Machine, a technological disrupter of its day" (2018.07.03) LINK

"Identification and quantification of microplastics in table sea salts using micro-NIR imaging methods" (2018.05.31) LINK



Food & Feed

"Non-Invasive Methodology to Estimate Polyphenol Content in Extra Virgin Olive Oil Based on Stepwise Multilinear Regression" (2018.03.27) LINK

Rapid Determination of Active Compounds and Antioxidant Activity of Okra Seeds Using Fourier Transform Near Infrared (FT-NIR) Spectroscopy FTNIR Polyphenols Flavonoids AntioxidantActivity | (2018.03.03) LINK



Pharma

"Quantification of pharmaceuticals contaminants in wastewaters by NIR spectroscopy" (2018.07.25) LINK



Laboratory

Spectroscopy used to be confined to the laboratory. Today, portable NeoSpectra SpectralSensors bring the power of NIR out of the lab and into the field. (2018.06.20) LINK



Other

"Non-Destructive Methodology to Determine Modulus of Elasticity (MOE) in Static Bending of Quercus mongolica Usin… (2018.06.27) LINK

"The Application of Discrete Wavelet Transform with Improved Partial Least-Squares Method for the Estimation of… (2018.06.05) LINK

: The emission spectrum of each element is a unique identifier — like the DNA of the element — and the spectral analysis of a light source is essentially a Principal Component Analysis of its components — like explanatory DataScience. Get your p… (2018.06.05) LINK

An Innovative Approach to Exploit the Reflection Spectroscopy of Liquid Characteristics (2018.04.05) LINK

"Combining Fractional Order Derivative and Spectral Variable Selection for Organic Matter Estimation of Homogeneous Soil Samples by VIS-NIR Spectroscopy" (2018.03.27) LINK



Spectroscopy and Chemometrics News Weekly 2018: #44-52, 2017Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 2018: #44-52, 2017Spettroscopia e Chemiometria Weekly News 2018: #44-52, 2017

Chemometrics

Understanding the molecular interaction in solutions by chemometric resolution of near−infrared spectra… (2017.12.20) LINK

Application of near-infrared spectroscopy combined with chemometrics for online monitoring of Moluodan… (2017.12.05) LINK

"Assessment of mefenamic acid polymorphs in commercial tablets using chemometric coupled to MIR and NIR… (2017.12.05) LINK

"Multiproduct, Multicomponent and Multivariate Calibration: a Case Study by Using Vis-NIR Spectroscopy" (2017.12.05) LINK

Traceability of Active Compounds of Essential Oils in Antimicrobial Food Packaging Using a Chemometric Method by AT… (2017.11.21) LINK

Visualization of hydrolysis in polylactide using near-infrared hyperspectral imaging and chemometrics (2017.11.06) LINK

Clever chemometrics catches funny honey cheats (2017.11.06) LINK

Quantification of soil Properties with Hyperspectral Data. : Selecting Spectral Variables (2017.11.06) LINK

Linear Multi-Task Learning for Predicting Soil Properties Using Field spectroscopy (2017.11.06) LINK


Near Infrared

"Near infrared reflectance spectroscopy NIRS to predict fecal indigestible neutral detergent fiber for dairy cows" |(17)31149-9/fulltext (2017.12.30) LINK

New post: NIR imaging helps improve seed QC (2017.12.30) LINK

"Robust new NIRS coupled with multivariate methods for the detection and quantification of tallow… (2017.12.24) LINK

Global Process Spectroscopy Market (2017-2023): Growing Demand For NIR Spectroscopy - Research and Markets (2017.12.11) LINK

The combination of NIR spectroscopy and HPLC chromatography for differentiating lotus seed cultivars and… (2017.11.29) LINK

Fast, Low-Cost and Non-Destructive Physico-Chemical Analysis of Virgin Olive Oils Using NIR Reflectance Spectroscopy (2017.11.17) LINK

Near infrared signature of opal and chalcedony as a proxy for their structure and formation conditions /papers/ejm/detail/29/87623/Near_infrared_signature_of_opal_and_chalcedony_as_a_proxy_for_their_structure_and_formation_conditions (2017.11.06) LINK

NIR technology enables precise sorting in fractions of a second (2017.11.06) LINK

"Theoretical and technical advancements of near-infrared spectroscopy and its operational impact in industry" (2017.10.25) LINK

Quantum mechanically calculated NIR spectra of fatty acids | NIRS fattyacids (2017.10.25) LINK


Hyperspectral

"Discrimination of CRISPR/Cas9-induced mutants of rice seeds using near-infrared hyperspectral imaging."… (2017.11.23) LINK

Protein content prediction in single wheat kernels using hyperspectral imaging. | HSI… (2017.11.17) LINK

NIR hyperspectral imaging with multivariate analysis for measurement of oil and protein contents in peanut varieties (2017.11.06) LINK


Spectral Imaging

"Color and Spectral Imaging with Smartphones - current and future developments" (2017.12.20) LINK




Spectroscopy

"Global $6.4 Billion Molecular Spectroscopy Market to 2024" - BusinessWire | Spectroscopy (2017.11.21) LINK


Equipment

Specim launched SPECIM IQ, the world’s first mobile hyperspectral camera that allows you to analyze material samples an… (2017.12.05) LINK!

Wireless Handheld Spectrometer Transmits Data to Smartphone (2017.11.09) LINK

"Infrared spectrometers: NIR and MIR compared" | Infrared spectrometer (2017.10.19) LINK


Environment

Another infographic to illustrate an answer to the questions: What is DataScience in the context of BigData DataMining… (2017.12.30) LINK!

Vis-NIR Spectroscopy and PLS Regression with Waveband Selection for Estimating the Total C and N of Paddy Soils in.. (2017.11.06) LINK


Agriculture

Near-Infrared Spectrum Detection of Wheat Gluten Protein Content Based on a Combined Filtering Method. (2017.12.30) LINK

Non-destructive technique for determining the viability of soybean (Glycine max) seeds using FT-NIR spectroscopy. (2017.10.20) LINK

Mid- and near-IR spectroscopy diagnostic tools developed under EU project (2017.10.19) LINK

"Supercontinuum Lasers Lead to Better Bread and Beer" | barley grains beta-glucan seed sorting (2017.10.19) LINK

Fluorescence and Reflectance Sensor Comparison in Winter Wheat (2017.10.03) LINK


Food & Feed

"Food Safety for the 21st Century" | FSMA spectroscopy blockchain (2017.10.19) LINK


Other

Das KI-basierte Unternehmen wird Realität - Schnelle Materialanalyse auf dem Smartphone (2017.11.21) LINK

Chemometrics

Understanding the molecular interaction in solutions by chemometric resolution of near−infrared spectra… (2017.12.20) LINK

Application of near-infrared spectroscopy combined with chemometrics for online monitoring of Moluodan… (2017.12.05) LINK

"Assessment of mefenamic acid polymorphs in commercial tablets using chemometric coupled to MIR and NIR… (2017.12.05) LINK

"Multiproduct, Multicomponent and Multivariate Calibration: a Case Study by Using Vis-NIR Spectroscopy" (2017.12.05) LINK

Traceability of Active Compounds of Essential Oils in Antimicrobial Food Packaging Using a Chemometric Method by AT… (2017.11.21) LINK

Visualization of hydrolysis in polylactide using near-infrared hyperspectral imaging and chemometrics (2017.11.06) LINK

Clever chemometrics catches funny honey cheats (2017.11.06) LINK

Quantification of soil Properties with Hyperspectral Data. : Selecting Spectral Variables (2017.11.06) LINK

Linear Multi-Task Learning for Predicting Soil Properties Using Field spectroscopy (2017.11.06) LINK


Near Infrared

"Near infrared reflectance spectroscopy NIRS to predict fecal indigestible neutral detergent fiber for dairy cows" |(17)31149-9/fulltext (2017.12.30) LINK

New post: NIR imaging helps improve seed QC (2017.12.30) LINK

"Robust new NIRS coupled with multivariate methods for the detection and quantification of tallow… (2017.12.24) LINK

Global Process Spectroscopy Market (2017-2023): Growing Demand For NIR Spectroscopy - Research and Markets (2017.12.11) LINK

The combination of NIR spectroscopy and HPLC chromatography for differentiating lotus seed cultivars and… (2017.11.29) LINK

Fast, Low-Cost and Non-Destructive Physico-Chemical Analysis of Virgin Olive Oils Using NIR Reflectance Spectroscopy (2017.11.17) LINK

Near infrared signature of opal and chalcedony as a proxy for their structure and formation conditions /papers/ejm/detail/29/87623/Near_infrared_signature_of_opal_and_chalcedony_as_a_proxy_for_their_structure_and_formation_conditions (2017.11.06) LINK

NIR technology enables precise sorting in fractions of a second (2017.11.06) LINK

"Theoretical and technical advancements of near-infrared spectroscopy and its operational impact in industry" (2017.10.25) LINK

Quantum mechanically calculated NIR spectra of fatty acids | NIRS fattyacids (2017.10.25) LINK


Hyperspectral

"Discrimination of CRISPR/Cas9-induced mutants of rice seeds using near-infrared hyperspectral imaging."… (2017.11.23) LINK

Protein content prediction in single wheat kernels using hyperspectral imaging. | HSI… (2017.11.17) LINK

NIR hyperspectral imaging with multivariate analysis for measurement of oil and protein contents in peanut varieties (2017.11.06) LINK


Spectral Imaging

"Color and Spectral Imaging with Smartphones - current and future developments" (2017.12.20) LINK




Spectroscopy

"Global $6.4 Billion Molecular Spectroscopy Market to 2024" - BusinessWire | Spectroscopy (2017.11.21) LINK


Equipment

Specim launched SPECIM IQ, the world’s first mobile hyperspectral camera that allows you to analyze material samples an… (2017.12.05) LINK!

Wireless Handheld Spectrometer Transmits Data to Smartphone (2017.11.09) LINK

"Infrared spectrometers: NIR and MIR compared" | Infrared spectrometer (2017.10.19) LINK


Environment

Another infographic to illustrate an answer to the questions: What is DataScience in the context of BigData DataMining… (2017.12.30) LINK!

Vis-NIR Spectroscopy and PLS Regression with Waveband Selection for Estimating the Total C and N of Paddy Soils in.. (2017.11.06) LINK


Agriculture

Near-Infrared Spectrum Detection of Wheat Gluten Protein Content Based on a Combined Filtering Method. (2017.12.30) LINK

Non-destructive technique for determining the viability of soybean (Glycine max) seeds using FT-NIR spectroscopy. (2017.10.20) LINK

Mid- and near-IR spectroscopy diagnostic tools developed under EU project (2017.10.19) LINK

"Supercontinuum Lasers Lead to Better Bread and Beer" | barley grains beta-glucan seed sorting (2017.10.19) LINK

Fluorescence and Reflectance Sensor Comparison in Winter Wheat (2017.10.03) LINK


Food & Feed

"Food Safety for the 21st Century" | FSMA spectroscopy blockchain (2017.10.19) LINK


Other

Das KI-basierte Unternehmen wird Realität - Schnelle Materialanalyse auf dem Smartphone (2017.11.21) LINK

Chemometrics

Understanding the molecular interaction in solutions by chemometric resolution of near−infrared spectra… (2017.12.20) LINK

Application of near-infrared spectroscopy combined with chemometrics for online monitoring of Moluodan… (2017.12.05) LINK

"Assessment of mefenamic acid polymorphs in commercial tablets using chemometric coupled to MIR and NIR… (2017.12.05) LINK

"Multiproduct, Multicomponent and Multivariate Calibration: a Case Study by Using Vis-NIR Spectroscopy" (2017.12.05) LINK

Traceability of Active Compounds of Essential Oils in Antimicrobial Food Packaging Using a Chemometric Method by AT… (2017.11.21) LINK

Visualization of hydrolysis in polylactide using near-infrared hyperspectral imaging and chemometrics (2017.11.06) LINK

Clever chemometrics catches funny honey cheats (2017.11.06) LINK

Quantification of soil Properties with Hyperspectral Data. : Selecting Spectral Variables (2017.11.06) LINK

Linear Multi-Task Learning for Predicting Soil Properties Using Field spectroscopy (2017.11.06) LINK


Near Infrared

"Near infrared reflectance spectroscopy NIRS to predict fecal indigestible neutral detergent fiber for dairy cows" |(17)31149-9/fulltext (2017.12.30) LINK

New post: NIR imaging helps improve seed QC (2017.12.30) LINK

"Robust new NIRS coupled with multivariate methods for the detection and quantification of tallow… (2017.12.24) LINK

Global Process Spectroscopy Market (2017-2023): Growing Demand For NIR Spectroscopy - Research and Markets (2017.12.11) LINK

The combination of NIR spectroscopy and HPLC chromatography for differentiating lotus seed cultivars and… (2017.11.29) LINK

Fast, Low-Cost and Non-Destructive Physico-Chemical Analysis of Virgin Olive Oils Using NIR Reflectance Spectroscopy (2017.11.17) LINK

Near infrared signature of opal and chalcedony as a proxy for their structure and formation conditions /papers/ejm/detail/29/87623/Near_infrared_signature_of_opal_and_chalcedony_as_a_proxy_for_their_structure_and_formation_conditions (2017.11.06) LINK

NIR technology enables precise sorting in fractions of a second (2017.11.06) LINK

"Theoretical and technical advancements of near-infrared spectroscopy and its operational impact in industry" (2017.10.25) LINK

Quantum mechanically calculated NIR spectra of fatty acids | NIRS fattyacids (2017.10.25) LINK


Hyperspectral

"Discrimination of CRISPR/Cas9-induced mutants of rice seeds using near-infrared hyperspectral imaging."… (2017.11.23) LINK

Protein content prediction in single wheat kernels using hyperspectral imaging. | HSI… (2017.11.17) LINK

NIR hyperspectral imaging with multivariate analysis for measurement of oil and protein contents in peanut varieties (2017.11.06) LINK


Spectral Imaging

"Color and Spectral Imaging with Smartphones - current and future developments" (2017.12.20) LINK




Spectroscopy

"Global $6.4 Billion Molecular Spectroscopy Market to 2024" - BusinessWire | Spectroscopy (2017.11.21) LINK


Equipment

Specim launched SPECIM IQ, the world’s first mobile hyperspectral camera that allows you to analyze material samples an… (2017.12.05) LINK!

Wireless Handheld Spectrometer Transmits Data to Smartphone (2017.11.09) LINK

"Infrared spectrometers: NIR and MIR compared" | Infrared spectrometer (2017.10.19) LINK


Environment

Another infographic to illustrate an answer to the questions: What is DataScience in the context of BigData DataMining… (2017.12.30) LINK!

Vis-NIR Spectroscopy and PLS Regression with Waveband Selection for Estimating the Total C and N of Paddy Soils in.. (2017.11.06) LINK


Agriculture

Near-Infrared Spectrum Detection of Wheat Gluten Protein Content Based on a Combined Filtering Method. (2017.12.30) LINK

Non-destructive technique for determining the viability of soybean (Glycine max) seeds using FT-NIR spectroscopy. (2017.10.20) LINK

Mid- and near-IR spectroscopy diagnostic tools developed under EU project (2017.10.19) LINK

"Supercontinuum Lasers Lead to Better Bread and Beer" | barley grains beta-glucan seed sorting (2017.10.19) LINK

Fluorescence and Reflectance Sensor Comparison in Winter Wheat (2017.10.03) LINK


Food & Feed

"Food Safety for the 21st Century" | FSMA spectroscopy blockchain (2017.10.19) LINK


Other

Das KI-basierte Unternehmen wird Realität - Schnelle Materialanalyse auf dem Smartphone (2017.11.21) LINK

Spectroscopy and Chemometrics News Weekly #31-37, 2017Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #31-37, 2017Spettroscopia e Chemiometria Weekly News #31-37, 2017

Near Infrared

Rancidity Estimation of Perilla Seed Oil by Using Near-Infrared Spectroscopy & Multivariate Analysis Techniques LINK

Near Infrared Reflectance Spectroscopy to Analyze Meat in Live Animals LINK

"Near-infrared Spectroscopy (NIRS) Equipment Market Analysis with Inputs from Industry Experts 2017 to 2022" LINK

NIRS Process Monitoring Methodology for Pharmaceutical Continuous Manufacturing using a Offline Calibration Approach LINK

Near infrared system coupled chemometric algorithms for enumeration of total fungi count in cocoa beans | NIRS LINK

Prediction of Cortisol & Progesterone Concentrations in Cow Hair Using Near-Infrared Reflectance Spectroscopy NIRS LINK

"Near-infrared Spectroscopy (NIRS) Equipment Market is Expected to Grow 12 % CAGR till 2022" LINK

Determination of Spatially Resolved Tablet Density and Hardness Using Near-Infrared Chemical Imaging (NIR-CI) LINK

Prediction of Lignin Content in Different Parts of Sugarcane Using Near-Infrared Spectroscopy (NIR), ... LINK



Chemometrics

Evolution of Machine Learning - Infographics MachineLearning AI LINK

Quantification of the contents in biojet fuel blends using near infrared spectroscopy and multivariate calibration LINK

"Calibration model to predict nitrogen content in single seeds of cowpea using NIRS" LINK

Classification of Ciprofloxacin Tablets Using Near-Infrared Spectroscopy and Chemometric Modeling | NIRS LINK



Equipment

Updated : NIR-Spectrometer vendor overview list NIRS Spectrometer Spectroscopy Sensors Spektrometer LINK

PerkinElmer Launches Spectrum Two™ N FT-NIR System | NIRS FTNIR spectrometer LINK



Hyperspectral

Discrimination of Transgenic Maize Kernel Using NIR Hyperspectral Imaging and Multivariate DataAnalysis | HSI LINK



Process Control

Development of NIR-Spectroscopy-based Process Monitoring Methodology for Pharmaceutical Continuous Manufacturing ... LINK




Food & Feed

Application of Visible/Near-Infrared Spectroscopy in the Prediction of Azodicarbonamide in Wheat Flour LINK



Agriculture

Nondestructive Technique for Determining the Viability of Soybean (Glycine max) Seeds Using FT-NIR Spectroscopy. LINK



Research

Android Tricorder: Google übernimmt Startup, das Körperwerte mit dem Smartphone messen kann LINK



Laboratory

Some of our favorite postcards from our journeys at Saturn, now available in a free, downloadable e-book: LINK!



Other

Spectroscopic 'science camera' system for smartphones LINK
Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications. LINK



Facts

Echo Geoff's sentiment no tool is eternal, even backprop or deeplearning. V. important to continue basic research. https://t.… LINK!



Near Infrared

Rancidity Estimation of Perilla Seed Oil by Using Near-Infrared Spectroscopy & Multivariate Analysis Techniques LINK

Near Infrared Reflectance Spectroscopy to Analyze Meat in Live Animals LINK

"Near-infrared Spectroscopy (NIRS) Equipment Market Analysis with Inputs from Industry Experts 2017 to 2022" LINK

NIRS Process Monitoring Methodology for Pharmaceutical Continuous Manufacturing using a Offline Calibration Approach LINK

Near infrared system coupled chemometric algorithms for enumeration of total fungi count in cocoa beans | NIRS LINK

Prediction of Cortisol & Progesterone Concentrations in Cow Hair Using Near-Infrared Reflectance Spectroscopy NIRS LINK

"Near-infrared Spectroscopy (NIRS) Equipment Market is Expected to Grow 12 % CAGR till 2022" LINK

Determination of Spatially Resolved Tablet Density and Hardness Using Near-Infrared Chemical Imaging (NIR-CI) LINK

Prediction of Lignin Content in Different Parts of Sugarcane Using Near-Infrared Spectroscopy (NIR), ... LINK



Chemometrics

Evolution of Machine Learning - Infographics MachineLearning AI LINK

Quantification of the contents in biojet fuel blends using near infrared spectroscopy and multivariate calibration LINK

"Calibration model to predict nitrogen content in single seeds of cowpea using NIRS" LINK

Classification of Ciprofloxacin Tablets Using Near-Infrared Spectroscopy and Chemometric Modeling | NIRS LINK



Equipment

Updated : NIR-Spectrometer vendor overview list NIRS Spectrometer Spectroscopy Sensors Spektrometer LINK

PerkinElmer Launches Spectrum Two™ N FT-NIR System | NIRS FTNIR spectrometer LINK



Hyperspectral

Discrimination of Transgenic Maize Kernel Using NIR Hyperspectral Imaging and Multivariate DataAnalysis | HSI LINK



Process Control

Development of NIR-Spectroscopy-based Process Monitoring Methodology for Pharmaceutical Continuous Manufacturing ... LINK




Food & Feed

Application of Visible/Near-Infrared Spectroscopy in the Prediction of Azodicarbonamide in Wheat Flour LINK



Agriculture

Nondestructive Technique for Determining the Viability of Soybean (Glycine max) Seeds Using FT-NIR Spectroscopy. LINK



Research

Android Tricorder: Google übernimmt Startup, das Körperwerte mit dem Smartphone messen kann LINK



Laboratory

Some of our favorite postcards from our journeys at Saturn, now available in a free, downloadable e-book: LINK!



Other

Spectroscopic 'science camera' system for smartphones LINK
Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications. LINK



Facts

Echo Geoff's sentiment no tool is eternal, even backprop or deeplearning. V. important to continue basic research. https://t.… LINK!



Near Infrared

Rancidity Estimation of Perilla Seed Oil by Using Near-Infrared Spectroscopy & Multivariate Analysis Techniques LINK

Near Infrared Reflectance Spectroscopy to Analyze Meat in Live Animals LINK

"Near-infrared Spectroscopy (NIRS) Equipment Market Analysis with Inputs from Industry Experts 2017 to 2022" LINK

NIRS Process Monitoring Methodology for Pharmaceutical Continuous Manufacturing using a Offline Calibration Approach LINK

Near infrared system coupled chemometric algorithms for enumeration of total fungi count in cocoa beans | NIRS LINK

Prediction of Cortisol & Progesterone Concentrations in Cow Hair Using Near-Infrared Reflectance Spectroscopy NIRS LINK

"Near-infrared Spectroscopy (NIRS) Equipment Market is Expected to Grow 12 % CAGR till 2022" LINK

Determination of Spatially Resolved Tablet Density and Hardness Using Near-Infrared Chemical Imaging (NIR-CI) LINK

Prediction of Lignin Content in Different Parts of Sugarcane Using Near-Infrared Spectroscopy (NIR), ... LINK



Chemometrics

Evolution of Machine Learning - Infographics MachineLearning AI LINK

Quantification of the contents in biojet fuel blends using near infrared spectroscopy and multivariate calibration LINK

"Calibration model to predict nitrogen content in single seeds of cowpea using NIRS" LINK

Classification of Ciprofloxacin Tablets Using Near-Infrared Spectroscopy and Chemometric Modeling | NIRS LINK



Equipment

Updated : NIR-Spectrometer vendor overview list NIRS Spectrometer Spectroscopy Sensors Spektrometer LINK

PerkinElmer Launches Spectrum Two™ N FT-NIR System | NIRS FTNIR spectrometer LINK



Hyperspectral

Discrimination of Transgenic Maize Kernel Using NIR Hyperspectral Imaging and Multivariate DataAnalysis | HSI LINK



Process Control

Development of NIR-Spectroscopy-based Process Monitoring Methodology for Pharmaceutical Continuous Manufacturing ... LINK




Food & Feed

Application of Visible/Near-Infrared Spectroscopy in the Prediction of Azodicarbonamide in Wheat Flour LINK



Agriculture

Nondestructive Technique for Determining the Viability of Soybean (Glycine max) Seeds Using FT-NIR Spectroscopy. LINK



Research

Android Tricorder: Google übernimmt Startup, das Körperwerte mit dem Smartphone messen kann LINK



Laboratory

Some of our favorite postcards from our journeys at Saturn, now available in a free, downloadable e-book: LINK!



Other

Spectroscopic 'science camera' system for smartphones LINK
Using Deep Neural Networks to Automate Large Scale Statistical Analysis for Big Data Applications. LINK



Facts

Echo Geoff's sentiment no tool is eternal, even backprop or deeplearning. V. important to continue basic research. https://t.… LINK!



Spectroscopy and Chemometrics News Weekly #21-24, 2017Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #21-24, 2017Spettroscopia e Chemiometria Weekly News #21-24, 2017

Chemometrics

DD-SIMCA A MATLAB GUI tool for data driven SIMCA approach LINK

Fourier transform infrared spectroscopy coupled with chemometrics for determining geographical origin of kudzu root LINK

Chemical Variability & Calibration Algorithms on Prediction of Solid Fraction of Compacted Ribbons Using NIR LINK

Calibration transfer of flour NIR spectra between benchtop and portable instruments LINK

Rapid Prediction of Moisture Content in Intact Green Coffee Beans Using Near Infrared Spectroscopy LINK


Calibration transfer of flour NIR spectra between benchtop and portable instruments LINK

Simultaneous Quantification of Paracetamol and Caffeine in Powder Blends for Tableting by NIR-Chemometry LINK


Model evaluation, model selection, and algorithm selection in machine learning. MachineLearning LINK

Development & Validation of a New Near-Infrared Sensor to Measure Polyethylene Glycol (PEG) Concentration in Water LINK



Near Infrared

In-situ & real-time monitoring of ultrasonic-assisted enzymatic hydrolysis process of corn gluten meal by NIRS LINK

Near-Infrared Spectroscopic Evaluation of Water Content of Molded Polylactide under the Effect of Crystallization LINK


Repetition Suppression in Aging: A Near-Infrared Spectroscopy Study on the Size-Congruity Effect LINK

Broadband Light Source and Its Application to Near-Infrared Spectroscopy | sensor via LINK

Industrial applications using NIR chemical imaging LINK

Analysis of oilseeds for protein, oil, fiber and moisture by near-infrared reflectance spectroscopy LINK

Global Near Infrared Spectroscopy Market to Grow at a CAGR of Over 9% Through 2021, Reports Technavio -Business Wire LINK

Optical Sensors Advancing Precision in Agricultural Production - near-infrared spectroscopy (NIRS) LINK


"Could NIRS be useful to digital agriculture?", high quality keynote by Veronique Bellon-Maurel from & … LINK!

Near Infrared (NIR) Spectroscopy for plant health monitoring! electronics engineering optics LINK



Raman

Raman Spectroscopy of Blood and Blood Components LINK



Hyperspectral

Short Wave Infrared and its use in Hyperspectral Imaging - SWIR HSI LINK



Equipment

Make or buy your spectrometer - OEM Spectrometer LINK



Laboratory

Video: How near-infra red technology measures grass quality ... LINK



Agriculture

Leveraging IoT to Improve Data Collection for Agriculture LINK



Food & Feed

'Infrared spectrometers: NIR and MIR compared' from the course 'Identifying FoodFraud'. LINK



Other

"Spectroscopy for the Masses" | Spectroscopy via LINK

Online Partial Least Square Optimization: Dropping Convexity for Better Efficiency. LINK



Spectroscopy and Chemometrics News Weekly #13-15, 2017Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #13-15, 2017Spettroscopia e Chemiometria Weekly News #13-15, 2017

Chemometrics

NIR spectroscopy and cellulose content predicted coating build-up on drug layered pellets AAPSPT | h… LINK

Prediction of Soil Physical & Chemical Properties by Visible & Near-Infrared Diffuse Reflectance Spectroscopy in ... LINK

How does multivariate calibration work for Raman monitoring? Bioprocess | LINK

Characterization of Mammalian Cell Culture Raw Materials by Combining Spectroscopy and Chemometrics. LINK

Near Infrared Spectroscopy Predicts Compositional & Mechanical Properties of Hyaluronic Acid-Based Engineered Cart. LINK

PAT for Continuous API Manufacturing Progresses - Chemometrics are applied to collected spectra to maximize the ... LINK

Quantification of Lycopene,Carotene,Soluble Solids in Red-Flesh Watermelon Using On-Line Near-Infrared Spectroscopy LINK



Near Infrared

PAT-Based Control of Fluid Bed Coating Process Using NIR Spectroscopy to Monitor the Cellulose Coating on Pellets LINK

RISI Pulp: Fitnir Analyzers to supply FT-NIR online analyzer system to Harmac Pacific's NBSK pulp mill in Nanaimo,… ht… LINK!

Paperindex Times: Harmac Pacific Selects Fitnir Analyzers To Supply Online Ft-Nir Analyzer LINK

Using Spectroscopy to Grade and Sort Fruit - choosing appropriate wavelengths - monitoring the entire NIR spectra LINK

Global Near Infrared Spectroscopy Market 2017 - Market Research News by | (press release) LINK



Infrared

Active Mode Remote Infrared Spectroscopy Detection of TNT and PETN on Aluminum Substrates LINK



Food & Feed

Congratulations to the winners of the foodscanner HorizonPrize! ScioScan cebit17 LINK!



Agriculture

From Crop Science to Space Exploration, Optical Sensing on the Rise | OpticalSensing LINK



Laboratory

Der Laborausrüster Sartorius kauft den Datenspezialisten Umetrics. Datenanalyse LINK



Petro

Visible and Near-IR Sensing: Plastic-optical-fiber-based ethanol sensor is simple, low-cost | NearIR LINK



Raman

Fructose and Pectin Detection in Fruit-Based Food Products by Surface-Enhanced Raman Spectroscopy (SERS) LINK



Other

A Retiree Discovers an Elusive Math Proof-And Nobody Notices - WIRED LINK



Chemometrics

NIR spectroscopy and cellulose content predicted coating build-up on drug layered pellets AAPSPT | h… LINK

Prediction of Soil Physical & Chemical Properties by Visible & Near-Infrared Diffuse Reflectance Spectroscopy in ... LINK

How does multivariate calibration work for Raman monitoring? Bioprocess | LINK

Characterization of Mammalian Cell Culture Raw Materials by Combining Spectroscopy and Chemometrics. LINK

Near Infrared Spectroscopy Predicts Compositional & Mechanical Properties of Hyaluronic Acid-Based Engineered Cart. LINK

PAT for Continuous API Manufacturing Progresses - Chemometrics are applied to collected spectra to maximize the ... LINK

Quantification of Lycopene,Carotene,Soluble Solids in Red-Flesh Watermelon Using On-Line Near-Infrared Spectroscopy LINK



Near Infrared

PAT-Based Control of Fluid Bed Coating Process Using NIR Spectroscopy to Monitor the Cellulose Coating on Pellets LINK

RISI Pulp: Fitnir Analyzers to supply FT-NIR online analyzer system to Harmac Pacific's NBSK pulp mill in Nanaimo,… ht… LINK!

Paperindex Times: Harmac Pacific Selects Fitnir Analyzers To Supply Online Ft-Nir Analyzer LINK

Using Spectroscopy to Grade and Sort Fruit - choosing appropriate wavelengths - monitoring the entire NIR spectra LINK

Global Near Infrared Spectroscopy Market 2017 - Market Research News by | (press release) LINK



Infrared

Active Mode Remote Infrared Spectroscopy Detection of TNT and PETN on Aluminum Substrates LINK



Food & Feed

Congratulations to the winners of the foodscanner HorizonPrize! ScioScan cebit17 LINK!



Agriculture

From Crop Science to Space Exploration, Optical Sensing on the Rise | OpticalSensing LINK



Laboratory

Der Laborausrüster Sartorius kauft den Datenspezialisten Umetrics. Datenanalyse LINK



Petro

Visible and Near-IR Sensing: Plastic-optical-fiber-based ethanol sensor is simple, low-cost | NearIR LINK



Raman

Fructose and Pectin Detection in Fruit-Based Food Products by Surface-Enhanced Raman Spectroscopy (SERS) LINK



Other

A Retiree Discovers an Elusive Math Proof-And Nobody Notices - WIRED LINK



Chemometrics

NIR spectroscopy and cellulose content predicted coating build-up on drug layered pellets AAPSPT | h… LINK

Prediction of Soil Physical & Chemical Properties by Visible & Near-Infrared Diffuse Reflectance Spectroscopy in ... LINK

How does multivariate calibration work for Raman monitoring? Bioprocess | LINK

Characterization of Mammalian Cell Culture Raw Materials by Combining Spectroscopy and Chemometrics. LINK

Near Infrared Spectroscopy Predicts Compositional & Mechanical Properties of Hyaluronic Acid-Based Engineered Cart. LINK

PAT for Continuous API Manufacturing Progresses - Chemometrics are applied to collected spectra to maximize the ... LINK

Quantification of Lycopene,Carotene,Soluble Solids in Red-Flesh Watermelon Using On-Line Near-Infrared Spectroscopy LINK



Near Infrared

PAT-Based Control of Fluid Bed Coating Process Using NIR Spectroscopy to Monitor the Cellulose Coating on Pellets LINK

RISI Pulp: Fitnir Analyzers to supply FT-NIR online analyzer system to Harmac Pacific's NBSK pulp mill in Nanaimo,… ht… LINK!

Paperindex Times: Harmac Pacific Selects Fitnir Analyzers To Supply Online Ft-Nir Analyzer LINK

Using Spectroscopy to Grade and Sort Fruit - choosing appropriate wavelengths - monitoring the entire NIR spectra LINK

Global Near Infrared Spectroscopy Market 2017 - Market Research News by | (press release) LINK



Infrared

Active Mode Remote Infrared Spectroscopy Detection of TNT and PETN on Aluminum Substrates LINK



Food & Feed

Congratulations to the winners of the foodscanner HorizonPrize! ScioScan cebit17 LINK!



Agriculture

From Crop Science to Space Exploration, Optical Sensing on the Rise | OpticalSensing LINK



Laboratory

Der Laborausrüster Sartorius kauft den Datenspezialisten Umetrics. Datenanalyse LINK



Petro

Visible and Near-IR Sensing: Plastic-optical-fiber-based ethanol sensor is simple, low-cost | NearIR LINK



Raman

Fructose and Pectin Detection in Fruit-Based Food Products by Surface-Enhanced Raman Spectroscopy (SERS) LINK



Other

A Retiree Discovers an Elusive Math Proof-And Nobody Notices - WIRED LINK



Spectroscopy and Chemometrics News Weekly #48+49, 2016Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #48+49, 2016Spettroscopia e Chemiometria Weekly News #48+49, 2016

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



Near Infrared

Cannabis Analysis – On-Site Determination of Cannabis Strength using FT-IR Spectrosocopy FTNIR Ingredients LINK

Near Infrared NIRS, GC and HPLC Applications in Cannabis Testing THC CBD LINK

Raman

What happens when you use Raman spectroscopy to discriminate between brands of extra-virgin olive oil LINK

Raman spectroscopy of chocolate bloom LINK


Hyperspectral

Hyperspectral photoluminescence imaging of defects in solar cells | solar cells via LINK


Agriculture

Soy meal Protein bands LINK

Vitamin C distribution in acerola fruit by near infrared hyperspectral imaging HSI LINK


Equipment

Spectroscopists need freedom to analyse their spectral data, uncoupled from spectrometer hardware! LINK!


Chemometrics

Quality parameters in Castanhola fruit by NIRS to development of prediction models using PLS ... in laboratory scale LINK

Monitoring Process-Water Quality Using NIRS and PLSR with Prediction Uncertainty Estimation LINK


Food & Feed

NIR diffuse reflection analysis of fruit - Food Science & Technology LINK


Agriculture

Innovation für die Obstwirtschaft: Neue Ansätze zur Messung und Vorhersage der Apfelqualität MONALISA LINK


Other

Hackers beware! Faking 3D-printed products just got harder. Full-spectrum spectroscopy for the win! LINK!

3D NDVI, using a low cost multi spectral camera. LINK

On the Generation of Random Multivariate Data | Multivariate Data LINK


CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 46+47, 2016 | Spectroscopy NIRS Multivariate DataAnalysis Software LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 46+47, 2016 | NIRS Spektroskopie Multivariate DatenAnalyse LINK

Spettroscopia e Chemiometria Weekly News 46+47, 2016 | NIRS Spettroscopia Chemiometria LINK


Spectroscopy and Chemometrics News Weekly #43, 2016Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #43, 2016Spettroscopia e Chemiometria Weekly News #43, 2016

Chemometrics

SWIR region contains chemical spectral info. Chemometrics differentiate 4 sugars. Realtime spectral processing LINK


Near Infrared

Using advanced NIR sensors, our hygenic TS line measures fluid absorption for FoodandBeverage applications: LINK!

“NIR penetrates much further into samples and, unlike Raman, is unaffected by fluorescence.” | Env… LINK

Qualitätskontrolle während der Extrusion - Folie Fremdpolymeren NIRAnalyse Inspektionssystem LINK

Pre-grazing significantly boosts first cut silage quality | NIRanalycer NIRmachine via LINK


Infrared

Selective Weighted Least Squares Method for Fourier Transform Infrared Quantitative Analysis LINK

Multivariate Analysis of Hemicelluloses in Bleached Kraft Pulp Using Infrared Spectroscopy LINK


Hyperspectral

Combining hyperspectral and lidar is a great approach to identify & monitor invasive plants species… LINK


Environment

DETECTION OF CANNABIS PLANTS BY HYPER-SPECTRAL REMOTE SENSING MEANS LINK


Pharma

US FDA Purchases Transmission Raman for Quantitative Analysis of Tablets & Capsules - European Pharmaceutical Review LINK


Laboratory

"Washington State University (WSU) portable smartphone spectrometer laboratory detects cancer" LINK

Spectroscopy Outside the Lab: LINK


CalibrationModel.com

Spectroscopy and Chemometrics News 42, 2016 | NIRS Spectroscopic Chemometric Software LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 42, 2016 | NIRS Spektroskopie Chemometrie Kalibration LINK

Spettroscopia e Chemiometria Weekly News 42, 2016 | NIRS Spettroscopia Chemiometria news LINK


Chemometrics

SWIR region contains chemical spectral info. Chemometrics differentiate 4 sugars. Realtime spectral processing LINK


Near Infrared

Using advanced NIR sensors, our hygenic TS line measures fluid absorption for FoodandBeverage applications: LINK!

“NIR penetrates much further into samples and, unlike Raman, is unaffected by fluorescence.” | Env… LINK

Qualitätskontrolle während der Extrusion - Folie Fremdpolymeren NIRAnalyse Inspektionssystem LINK

Pre-grazing significantly boosts first cut silage quality | NIRanalycer NIRmachine via LINK


Infrared

Selective Weighted Least Squares Method for Fourier Transform Infrared Quantitative Analysis LINK

Multivariate Analysis of Hemicelluloses in Bleached Kraft Pulp Using Infrared Spectroscopy LINK


Hyperspectral

Combining hyperspectral and lidar is a great approach to identify & monitor invasive plants species… LINK


Environment

DETECTION OF CANNABIS PLANTS BY HYPER-SPECTRAL REMOTE SENSING MEANS LINK


Pharma

US FDA Purchases Transmission Raman for Quantitative Analysis of Tablets & Capsules - European Pharmaceutical Review LINK


Laboratory

"Washington State University (WSU) portable smartphone spectrometer laboratory detects cancer" LINK

Spectroscopy Outside the Lab: LINK


CalibrationModel.com

Spectroscopy and Chemometrics News 42, 2016 | NIRS Spectroscopic Chemometric Software LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 42, 2016 | NIRS Spektroskopie Chemometrie Kalibration LINK

Spettroscopia e Chemiometria Weekly News 42, 2016 | NIRS Spettroscopia Chemiometria news LINK


Chemometrics

SWIR region contains chemical spectral info. Chemometrics differentiate 4 sugars. Realtime spectral processing LINK


Near Infrared

Using advanced NIR sensors, our hygenic TS line measures fluid absorption for FoodandBeverage applications: LINK!

“NIR penetrates much further into samples and, unlike Raman, is unaffected by fluorescence.” | Env… LINK

Qualitätskontrolle während der Extrusion - Folie Fremdpolymeren NIRAnalyse Inspektionssystem LINK

Pre-grazing significantly boosts first cut silage quality | NIRanalycer NIRmachine via LINK


Infrared

Selective Weighted Least Squares Method for Fourier Transform Infrared Quantitative Analysis LINK

Multivariate Analysis of Hemicelluloses in Bleached Kraft Pulp Using Infrared Spectroscopy LINK


Hyperspectral

Combining hyperspectral and lidar is a great approach to identify & monitor invasive plants species… LINK


Environment

DETECTION OF CANNABIS PLANTS BY HYPER-SPECTRAL REMOTE SENSING MEANS LINK


Pharma

US FDA Purchases Transmission Raman for Quantitative Analysis of Tablets & Capsules - European Pharmaceutical Review LINK


Laboratory

"Washington State University (WSU) portable smartphone spectrometer laboratory detects cancer" LINK

Spectroscopy Outside the Lab: LINK


CalibrationModel.com

Spectroscopy and Chemometrics News 42, 2016 | NIRS Spectroscopic Chemometric Software LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 42, 2016 | NIRS Spektroskopie Chemometrie Kalibration LINK

Spettroscopia e Chemiometria Weekly News 42, 2016 | NIRS Spettroscopia Chemiometria news LINK


We make NIR Chemometrics easyWir machen NIR Chemometrie einfach

Hi, we're CalibrationModel. Our aim is to transform your NIR data to superior calibration models. We do this by using knowledge driven software applying good practices and rules from literature, publications, regulatory guidelines and more. Our service is used by NIR specialists to deliver a valuable model for their NIR analysis measurements. With CalibrationModel services, NIR specialists can find out how their NIR Data can be robust and optimally modeled by which data preprocessing and wavelength selection, etc. You can implement CalibrationModel in a matter of minutes using our contact form and send your NIR data to receive optimized model settings as a blueprint.

NIR specialists (Spectroscopist, Chemometricians) love perfect models. They're curious about how to improve their models even further, because all NIR models need continuous maintenance and updates.


Using CalibrationModel services, NIR Specialists can deliver real value to their measurement results through powerful model optimization capabilities.


CalibrationModel
We make NIR Chemometrics easy.

Near-Infrared Data Modeling Calibration Service

Hi, we're CalibrationModel. Our aim is to transform your NIR data to superior calibration models. We do this by using knowledge driven software applying good practices and rules from literature, publications, regulatory guidelines and more. Our service is used by NIR specialists to deliver a valuable model for their NIR analysis measurements. With CalibrationModel services, NIR specialists can find out how their NIR Data can be robust and optimally modeled by which data preprocessing and wavelength selection, etc. You can implement CalibrationModel in a matter of minutes using our contact form and send your NIR data to receive optimized model settings as a blueprint.

NIR specialists (Spectroscopist, Chemometricians) love perfect models. They're curious about how to improve their models even further, because all NIR models need continuous maintenance and updates.


Using CalibrationModel services, NIR Specialists can deliver real value to their measurement results through powerful model optimization capabilities.


CalibrationModel
We make NIR Chemometrics easy.

Near-Infrared Data Modeling Calibration Service

Hi, we're CalibrationModel. Our aim is to transform your NIR data to superior calibration models. We do this by using knowledge driven software applying good practices and rules from literature, publications, regulatory guidelines and more. Our service is used by NIR specialists to deliver a valuable model for their NIR analysis measurements. With CalibrationModel services, NIR specialists can find out how their NIR Data can be robust and optimally modeled by which data preprocessing and wavelength selection, etc. You can implement CalibrationModel in a matter of minutes using our contact form and send your NIR data to receive optimized model settings as a blueprint.

NIR specialists (Spectroscopist, Chemometricians) love perfect models. They're curious about how to improve their models even further, because all NIR models need continuous maintenance and updates.


Using CalibrationModel services, NIR Specialists can deliver real value to their measurement results through powerful model optimization capabilities.


CalibrationModel
We make NIR Chemometrics easy.

Near-Infrared Data Modeling Calibration Service

Theory of Sampling (TOS)Theorie der ProbennahmeTeoria del campionamento (TOS)

What is Theory of Sampling (TOS)?
TOS is a theory about the sampling of materials.
Here are some recommended links.


Links
Pierre Gy (1924–2015): the key concept of sampling errors

Gy's sampling theory

TOS forum edited by Professor Kim H. Esbensen


Presentations
Representative Sampling - a critical success factor for all analytical endeavors (incl. NIR), Kim Esbensen, IDRC 2014

Papers
Theory of sampling (TOS) versus measurement uncertainty (MU) - A call for integration, Kim H. Esbensen, Claas Wagne


Books
Process Analytical Technology: Spectroscopic Tools and Implementation Strategies for the Chemical and Pharmaceutical Industries, Second Edition, Chapter 3. Process Sampling: Theory of Sampling - the Missing Link in Process Analytical Technologies (PAT), Katherine A. Bakeev, Kim H. Esbensen and Peter Paasch-Mortensen

Introduction to the Theory and Practice of Sampling - by Kim H. Esbensen ISBN: 978-1-906715-29-8


Related
Why NIR Method Maintenance?What is Theory of Sampling (TOS)?
TOS is a theory about the sampling of materials.
Here are some recommended links.


Links
Pierre Gy (1924–2015): the key concept of sampling errors

Gy's sampling theory

TOS forum edited by Professor Kim H. Esbensen


Presentations
Representative Sampling - a critical success factor for all analytical endeavors (incl. NIR), Kim Esbensen, IDRC 2014

Papers
Theory of sampling (TOS) versus measurement uncertainty (MU) - A call for integration, Kim H. Esbensen, Claas Wagne


Books
Process Analytical Technology: Spectroscopic Tools and Implementation Strategies for the Chemical and Pharmaceutical Industries, Second Edition, Chapter 3. Process Sampling: Theory of Sampling - the Missing Link in Process Analytical Technologies (PAT), Katherine A. Bakeev, Kim H. Esbensen and Peter Paasch-Mortensen

Introduction to the Theory and Practice of Sampling - by Kim H. Esbensen ISBN: 978-1-906715-29-8


Related
Why NIR Method Maintenance?What is Theory of Sampling (TOS)?
TOS is a theory about the sampling of materials.
Here are some recommended links.


Links
Pierre Gy (1924–2015): the key concept of sampling errors

Gy's sampling theory

TOS forum edited by Professor Kim H. Esbensen


Presentations
Representative Sampling - a critical success factor for all analytical endeavors (incl. NIR), Kim Esbensen, IDRC 2014

Papers
Theory of sampling (TOS) versus measurement uncertainty (MU) - A call for integration, Kim H. Esbensen, Claas Wagne


Books
Process Analytical Technology: Spectroscopic Tools and Implementation Strategies for the Chemical and Pharmaceutical Industries, Second Edition, Chapter 3. Process Sampling: Theory of Sampling - the Missing Link in Process Analytical Technologies (PAT), Katherine A. Bakeev, Kim H. Esbensen and Peter Paasch-Mortensen

Introduction to the Theory and Practice of Sampling - by Kim H. Esbensen ISBN: 978-1-906715-29-8


Related
Why NIR Method Maintenance?

NIR Spectroscopy Calibration Report for quantitative predictive models

When you send your quantitative NIR spectra data to our NIR Calibration Model Service, you get a detailed calibration report (calibration protocol) of the found optimal calibration settings, so you are able to see all insights (ISO 12099) and easily capable to re-build the model in your NIR/Chemometric software.

Here is a part of our calibration report, that exactly describes the data used in the calibration set (CSet), the validation set (VSet) and the test set (TSet). The numbers are the number ids of the spectra in your delivered NIR data file.

The calibration method settings and parameters are

Waveselection : the variable selection or wavenumber selection or wavelength selection

Pretreatments : the spectral data pre-processing

PCs : the number of  Principal Components (PC) or Latent Variables (LV)

Method : the modeling method algorithm used, e.g. PLS

Then the statistical analysis of the PLS model by the different sets (CSet, VSet, Tset).

Calibration Report

Statistical analysis of calibration, validation and test results : 1 Name, 2 Unit, 3 N : number of spectra, 4 N : number of samples, 5 Average spectra count per sample, 6 Reference values, 7 Min, 8 Mean, 9 Median, 10 Max, 11 Standard deviation, 12 Skewness : left (-) or right (+) lack of symmetry, 13 Kurtosis : flat (-) or peaked (+) shape, 14 Model statistics, 15 RPD, 16 R², 17 RMSEC, RMSEP, RMSET : root mean square of prediction errors, 18 SEC, SEP, SET : standard error (bias corrected), 19 Bias, 20 Skewness of prediction errors, 21 Kurtosis of prediction errors, 22 Intercept, 23 Slope, 24 Intercept (reverse), 25 Slope (reverse), 26 Sample Prediction Repeatability Error, 27 Sample Prediction Repeatability Error (of Missing data MSet)

This shows how we deliver the optimal settings. With the statistical values, the NIR model predicted values of all spectra and additional plots you are able to compare with your re-built model to verify that the models perform nearly equally.

Your Calibration Report including all calibration-, validation- and test statistics and plots can be downloaded from our Web-Shop after processing of your Calibration Request.