Spectroscopy and Chemometrics News Weekly #37, 2018Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #37, 2018Spettroscopia e Chemiometria Weekly News #37, 2018

CalibrationModel.com

Automatic NIR Spectroscopy Calibration-Development as a Service. Applicable with free NIR-Predictor software or via OEM API. | NIRSpectroscopy NearInfrared NIRanalysis spectrometers DataAnalytics Regression Spectral Sensors QualityControl Lab LINK

Spectroscopy and Chemometrics News Weekly 36, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 36, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 36, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK




Chemometrics

"Visible–Near-Infrared Spectroscopy can predict Mass Transport of Dissolved Chemicals through Intact Soil" LINK




Near Infrared

"Applications of Miniaturized and Portable Near Infrared Spectroscopy (NIRS) for Inspection and Control of Meat and Meat Products" FoodAnalysis FoodChainControl QualityInspection LINK

"Guaranteeing Canadian lamb meat quality using near-infrared spectroscopy on intact rack" NIRS LINK

"Technical note: Comparison of dry matter measurements from handheld near-infrared units with oven drying at 60°C for 48 hours and other on-farm methods" drymatter, nearinfrared, dairycattle LINK

"Computer simulations of NIR spectra of thymol – Towards linking basic and analytical NIRS" LINK

"Rapid, simultaneous, and in-situ authentication and quality assessment of intact bell peppers using NIRS technology." insitu LINK




Infrared

"Quality Assessment of Pork and Turkey Hams Using FT-IR Spectroscopy, Colorimetric, and Image Analysis" FTIR LINK




Facts

"Interpretation of spectra can be data-driven using machine learning" LINK




Agriculture

"Predicting soil microplastic concentration using vis-NIR spectroscopy" Microplastics Soilpollution LINK




Food & Feed

"Consumer-friendly food allergen detection: moving towards smartphone-based immunoassays" LINK

"Broadband infra-red LED for food spectroscopy by phone" LINK



CalibrationModel.com

Automatic NIR Spectroscopy Calibration-Development as a Service. Applicable with free NIR-Predictor software or via OEM API. | NIRSpectroscopy NearInfrared NIRanalysis spectrometers DataAnalytics Regression Spectral Sensors QualityControl Lab LINK

Spectroscopy and Chemometrics News Weekly 36, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 36, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 36, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK




Chemometrics

"Visible–Near-Infrared Spectroscopy can predict Mass Transport of Dissolved Chemicals through Intact Soil" LINK




Near Infrared

"Applications of Miniaturized and Portable Near Infrared Spectroscopy (NIRS) for Inspection and Control of Meat and Meat Products" FoodAnalysis FoodChainControl QualityInspection LINK

"Guaranteeing Canadian lamb meat quality using near-infrared spectroscopy on intact rack" NIRS LINK

"Technical note: Comparison of dry matter measurements from handheld near-infrared units with oven drying at 60°C for 48 hours and other on-farm methods" drymatter, nearinfrared, dairycattle LINK

"Computer simulations of NIR spectra of thymol – Towards linking basic and analytical NIRS" LINK

"Rapid, simultaneous, and in-situ authentication and quality assessment of intact bell peppers using NIRS technology." insitu LINK




Infrared

"Quality Assessment of Pork and Turkey Hams Using FT-IR Spectroscopy, Colorimetric, and Image Analysis" FTIR LINK




Facts

"Interpretation of spectra can be data-driven using machine learning" LINK




Agriculture

"Predicting soil microplastic concentration using vis-NIR spectroscopy" Microplastics Soilpollution LINK




Food & Feed

"Consumer-friendly food allergen detection: moving towards smartphone-based immunoassays" LINK

"Broadband infra-red LED for food spectroscopy by phone" LINK



CalibrationModel.com

Automatic NIR Spectroscopy Calibration-Development as a Service. Applicable with free NIR-Predictor software or via OEM API. | NIRSpectroscopy NearInfrared NIRanalysis spectrometers DataAnalytics Regression Spectral Sensors QualityControl Lab LINK

Spectroscopy and Chemometrics News Weekly 36, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 36, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 36, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK




Chemometrics

"Visible–Near-Infrared Spectroscopy can predict Mass Transport of Dissolved Chemicals through Intact Soil" LINK




Near Infrared

"Applications of Miniaturized and Portable Near Infrared Spectroscopy (NIRS) for Inspection and Control of Meat and Meat Products" FoodAnalysis FoodChainControl QualityInspection LINK

"Guaranteeing Canadian lamb meat quality using near-infrared spectroscopy on intact rack" NIRS LINK

"Technical note: Comparison of dry matter measurements from handheld near-infrared units with oven drying at 60°C for 48 hours and other on-farm methods" drymatter, nearinfrared, dairycattle LINK

"Computer simulations of NIR spectra of thymol – Towards linking basic and analytical NIRS" LINK

"Rapid, simultaneous, and in-situ authentication and quality assessment of intact bell peppers using NIRS technology." insitu LINK




Infrared

"Quality Assessment of Pork and Turkey Hams Using FT-IR Spectroscopy, Colorimetric, and Image Analysis" FTIR LINK




Facts

"Interpretation of spectra can be data-driven using machine learning" LINK




Agriculture

"Predicting soil microplastic concentration using vis-NIR spectroscopy" Microplastics Soilpollution LINK




Food & Feed

"Consumer-friendly food allergen detection: moving towards smartphone-based immunoassays" LINK

"Broadband infra-red LED for food spectroscopy by phone" LINK



Spectroscopy and Chemometrics News Weekly #36, 2018Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #36, 2018Spettroscopia e Chemiometria Weekly News #36, 2018

CalibrationModel.com

Automatic NIR Spectroscopy Calibration-Development as a Service. Applicable with free NIR-Predictor software or via OEM API. | NIRSpectroscopy NearInfrared NIRanalysis spectrometers DataAnalytics Regression Spectral Sensors QualityControl Lab LINK

Spectroscopy and Chemometrics News Weekly 35, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 35, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 35, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK




Chemometrics

"Classification of Overt and Covert Speech for Near-Infrared Spectroscopy-Based Brain Computer Interface" LINK

"Proof of concept for a model of light reflectance of plastics floating on natural waters" LINK

"Prediction of total carbon, total nitrogen, and pH of organic materials using visible near-infrared reflectance spectroscopy" LINK

"Chemometric Analysis of Cannabinoids: Chemotaxonomy and Domestication Syndrome." LINK

"Automatic Identification of Cigarette Brand Using Near-Infrared Spectroscopy and Sparse Representation Classification Algorithm." LINK

"Fourier-transform near infrared spectroscopy and chemometrics for discrimination of cold-pressed oils and determination of their chemical parameters" LINK

"SSC and pH for sweet assessment and maturity classification of harvested cherry fruit based on NIR hyperspectral imaging technology" LINK

"CHEMOMETRIC APPROACHES FOR DEVELOPING INFRARED NANOSENSORS TO IMAGE ANTHRACYCLINES" LINK

"Fast discrimination of the geographical origins of notoginseng by near-infrared spectroscopy and chemometrics." PLSDA SIMCA LINK

"Non-destructive identification of native egg by near-infrared spectroscopy and data driven-based class-modeling." LINK




Near Infrared

"Blood-based near-infrared spectroscopy for the rapid low-cost detection of Alzheimer's disease." LINK

"The invisible colours protecting birds from overheating - Some Australian birds can control their temperature and avoid overheating by reflecting near-infrared wavelengths of sunlight, regardless of their feather colour" NIR LINK

Spanish research group managed to accurately measure cannabinoids using near infrared spectroscopy, paving the way for cheaper, faster and more accurate testing of cannabinoids! | cannabis labtesting THC CBD CBG CBN spliffseeds cañamo mota LINK

"Simultaneous determination of six main types of lipid-soluble pigments in green tea by visible and near-infrared spectroscopy." greentea LINK

"Physical barrier type abuse-deterrent formulations: monitoring sintering-induced microstructural changes in polyethylene oxide placebo tablets by near infrared spectroscopy (NIRS)" LINK

"Rapid qualitative and quantitative analysis of methamphetamine, ketamine, heroin, and cocaine by near-infrared spectroscopy." NIRS LINK

"Towards on-line monitoring of phenolic content in red wine grapes : A feasibility study." NIRS winery winemaking LINK

"The potential of near infrared spectroscopy to estimate the content of cannabinoids in Cannabis sativa L.: A comparative study." LINK




Raman

"Safety Analysis of Edible Oil Products via Raman Spectroscopy" LINK




Terahertz

"Terahertz spectroscopy enters the single-molecule regime" LINK




Hyperspectral

"Compact hyperspectral system captures “5D” images" HSI LINK




Facts

"What’s the Purpose of Companies in the Age of AI?" LINK




Process Control

"Mechanisms, performance optimization and new developments in demulsification processes for oil and gas applications." oilandgas LINK

"Characterizing Drug Product Continuous Manufacturing Residence Time Distributions of Major/Minor Excipient Step Changes using Near Infrared Spectroscopy and Process Parameters." LINK




Environment

"FVI—A Floating Vegetation Index Formed with Three Near-IR Channels in the 1.0–1.24 μm Spectral Range for the Detection of Vegetation Floating over Water Surfaces" LINK

"Infrared spectroscopy estimation methods for water-dissolved carbon and amino sugars in diverse Canadian agricultural soils" LINK




Agriculture

"African agriculture has a lot to gain from increased access to big data" BigDataAnalytics LINK




Food & Feed

"Mixtures of betamethasone butyrate propionate ointments and heparinoid oil-based cream: Physical stability evaluation." LINK




Pharma

Each human cell packs 46 chromosomes in its nucleus. For the first time, we resolved their 3D structure in single cells with high spatial resolution. Our Dip-C paper (with and of the X.S.Xie Lab, and ) is now in Science (|). LINK





CalibrationModel.com

Automatic NIR Spectroscopy Calibration-Development as a Service. Applicable with free NIR-Predictor software or via OEM API. | NIRSpectroscopy NearInfrared NIRanalysis spectrometers DataAnalytics Regression Spectral Sensors QualityControl Lab LINK

Spectroscopy and Chemometrics News Weekly 35, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 35, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 35, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK




Chemometrics

"Classification of Overt and Covert Speech for Near-Infrared Spectroscopy-Based Brain Computer Interface" LINK

"Proof of concept for a model of light reflectance of plastics floating on natural waters" LINK

"Prediction of total carbon, total nitrogen, and pH of organic materials using visible near-infrared reflectance spectroscopy" LINK

"Chemometric Analysis of Cannabinoids: Chemotaxonomy and Domestication Syndrome." LINK

"Automatic Identification of Cigarette Brand Using Near-Infrared Spectroscopy and Sparse Representation Classification Algorithm." LINK

"Fourier-transform near infrared spectroscopy and chemometrics for discrimination of cold-pressed oils and determination of their chemical parameters" LINK

"SSC and pH for sweet assessment and maturity classification of harvested cherry fruit based on NIR hyperspectral imaging technology" LINK

"CHEMOMETRIC APPROACHES FOR DEVELOPING INFRARED NANOSENSORS TO IMAGE ANTHRACYCLINES" LINK

"Fast discrimination of the geographical origins of notoginseng by near-infrared spectroscopy and chemometrics." PLSDA SIMCA LINK

"Non-destructive identification of native egg by near-infrared spectroscopy and data driven-based class-modeling." LINK




Near Infrared

"Blood-based near-infrared spectroscopy for the rapid low-cost detection of Alzheimer's disease." LINK

"The invisible colours protecting birds from overheating - Some Australian birds can control their temperature and avoid overheating by reflecting near-infrared wavelengths of sunlight, regardless of their feather colour" NIR LINK

Spanish research group managed to accurately measure cannabinoids using near infrared spectroscopy, paving the way for cheaper, faster and more accurate testing of cannabinoids! | cannabis labtesting THC CBD CBG CBN spliffseeds cañamo mota LINK

"Simultaneous determination of six main types of lipid-soluble pigments in green tea by visible and near-infrared spectroscopy." greentea LINK

"Physical barrier type abuse-deterrent formulations: monitoring sintering-induced microstructural changes in polyethylene oxide placebo tablets by near infrared spectroscopy (NIRS)" LINK

"Rapid qualitative and quantitative analysis of methamphetamine, ketamine, heroin, and cocaine by near-infrared spectroscopy." NIRS LINK

"Towards on-line monitoring of phenolic content in red wine grapes : A feasibility study." NIRS winery winemaking LINK

"The potential of near infrared spectroscopy to estimate the content of cannabinoids in Cannabis sativa L.: A comparative study." LINK




Raman

"Safety Analysis of Edible Oil Products via Raman Spectroscopy" LINK




Terahertz

"Terahertz spectroscopy enters the single-molecule regime" LINK




Hyperspectral

"Compact hyperspectral system captures “5D” images" HSI LINK




Facts

"What’s the Purpose of Companies in the Age of AI?" LINK




Process Control

"Mechanisms, performance optimization and new developments in demulsification processes for oil and gas applications." oilandgas LINK

"Characterizing Drug Product Continuous Manufacturing Residence Time Distributions of Major/Minor Excipient Step Changes using Near Infrared Spectroscopy and Process Parameters." LINK




Environment

"FVI—A Floating Vegetation Index Formed with Three Near-IR Channels in the 1.0–1.24 μm Spectral Range for the Detection of Vegetation Floating over Water Surfaces" LINK

"Infrared spectroscopy estimation methods for water-dissolved carbon and amino sugars in diverse Canadian agricultural soils" LINK




Agriculture

"African agriculture has a lot to gain from increased access to big data" BigDataAnalytics LINK




Food & Feed

"Mixtures of betamethasone butyrate propionate ointments and heparinoid oil-based cream: Physical stability evaluation." LINK




Pharma

Each human cell packs 46 chromosomes in its nucleus. For the first time, we resolved their 3D structure in single cells with high spatial resolution. Our Dip-C paper (with and of the X.S.Xie Lab, and ) is now in Science (|). LINK





CalibrationModel.com

Automatic NIR Spectroscopy Calibration-Development as a Service. Applicable with free NIR-Predictor software or via OEM API. | NIRSpectroscopy NearInfrared NIRanalysis spectrometers DataAnalytics Regression Spectral Sensors QualityControl Lab LINK

Spectroscopy and Chemometrics News Weekly 35, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 35, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 35, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK




Chemometrics

"Classification of Overt and Covert Speech for Near-Infrared Spectroscopy-Based Brain Computer Interface" LINK

"Proof of concept for a model of light reflectance of plastics floating on natural waters" LINK

"Prediction of total carbon, total nitrogen, and pH of organic materials using visible near-infrared reflectance spectroscopy" LINK

"Chemometric Analysis of Cannabinoids: Chemotaxonomy and Domestication Syndrome." LINK

"Automatic Identification of Cigarette Brand Using Near-Infrared Spectroscopy and Sparse Representation Classification Algorithm." LINK

"Fourier-transform near infrared spectroscopy and chemometrics for discrimination of cold-pressed oils and determination of their chemical parameters" LINK

"SSC and pH for sweet assessment and maturity classification of harvested cherry fruit based on NIR hyperspectral imaging technology" LINK

"CHEMOMETRIC APPROACHES FOR DEVELOPING INFRARED NANOSENSORS TO IMAGE ANTHRACYCLINES" LINK

"Fast discrimination of the geographical origins of notoginseng by near-infrared spectroscopy and chemometrics." PLSDA SIMCA LINK

"Non-destructive identification of native egg by near-infrared spectroscopy and data driven-based class-modeling." LINK




Near Infrared

"Blood-based near-infrared spectroscopy for the rapid low-cost detection of Alzheimer's disease." LINK

"The invisible colours protecting birds from overheating - Some Australian birds can control their temperature and avoid overheating by reflecting near-infrared wavelengths of sunlight, regardless of their feather colour" NIR LINK

Spanish research group managed to accurately measure cannabinoids using near infrared spectroscopy, paving the way for cheaper, faster and more accurate testing of cannabinoids! | cannabis labtesting THC CBD CBG CBN spliffseeds cañamo mota LINK

"Simultaneous determination of six main types of lipid-soluble pigments in green tea by visible and near-infrared spectroscopy." greentea LINK

"Physical barrier type abuse-deterrent formulations: monitoring sintering-induced microstructural changes in polyethylene oxide placebo tablets by near infrared spectroscopy (NIRS)" LINK

"Rapid qualitative and quantitative analysis of methamphetamine, ketamine, heroin, and cocaine by near-infrared spectroscopy." NIRS LINK

"Towards on-line monitoring of phenolic content in red wine grapes : A feasibility study." NIRS winery winemaking LINK

"The potential of near infrared spectroscopy to estimate the content of cannabinoids in Cannabis sativa L.: A comparative study." LINK




Raman

"Safety Analysis of Edible Oil Products via Raman Spectroscopy" LINK




Terahertz

"Terahertz spectroscopy enters the single-molecule regime" LINK




Hyperspectral

"Compact hyperspectral system captures “5D” images" HSI LINK




Facts

"What’s the Purpose of Companies in the Age of AI?" LINK




Process Control

"Mechanisms, performance optimization and new developments in demulsification processes for oil and gas applications." oilandgas LINK

"Characterizing Drug Product Continuous Manufacturing Residence Time Distributions of Major/Minor Excipient Step Changes using Near Infrared Spectroscopy and Process Parameters." LINK




Environment

"FVI—A Floating Vegetation Index Formed with Three Near-IR Channels in the 1.0–1.24 μm Spectral Range for the Detection of Vegetation Floating over Water Surfaces" LINK

"Infrared spectroscopy estimation methods for water-dissolved carbon and amino sugars in diverse Canadian agricultural soils" LINK




Agriculture

"African agriculture has a lot to gain from increased access to big data" BigDataAnalytics LINK




Food & Feed

"Mixtures of betamethasone butyrate propionate ointments and heparinoid oil-based cream: Physical stability evaluation." LINK




Pharma

Each human cell packs 46 chromosomes in its nucleus. For the first time, we resolved their 3D structure in single cells with high spatial resolution. Our Dip-C paper (with and of the X.S.Xie Lab, and ) is now in Science (|). LINK





Spectroscopy and Chemometrics News Weekly #35, 2018Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #35, 2018Spettroscopia e Chemiometria Weekly News #35, 2018

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


CalibrationModel.com

New : FREE NIR Predictor Software, drag&drop spectral data to plug&play calibrations, for any NIRS Analysis sensor type. | Chemometrics Prediction LINK

Reduce Workload and Response Time of NIRS Analytical Laboratory Chemistry method development. chemoinformatics digitalization DigitalTransformation spectroscopy LINK

Spectroscopy and Chemometrics News Weekly 34, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 34, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 34, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK




Chemometrics

"Comparing the analytical performances of Micro-NIR and FT-NIR spectrometers in the evaluation of acerola fruit quality, using PLS and SVM regression algorithms." LINK

"Using portable near-infrared spectroscopy to predict pig subcutaneous fat composition and iodine value" LINK

"Comparative chemometric analysis of fluorescence and near infrared spectroscopies for authenticity confirmation and geographical origin of Argentinean extra virgin olive oils" LINK

"Development of a NIR Method for the In-Line Quantification of the Total Polyphenolic Content: A Study Applied on Ajuga genevensis L. Dry Extract Obtained in a Fluid Bed Process." LINK

"Rapid detection of adulteration in Anoectochilus roxburghii by near-infrared spectroscopy coupled with chemometric methods" LINK

"Non-destructive prediction of banana fruit quality using VIS/NIR spectroscopy" LINK

"Prediction of total soluble solids and pH in banana using near infrared spectroscopy" LINK

"Rapid determination of soil classes in soil profiles using vis–NIR spectroscopy and multiple objectives mixed support vector classification" LINK

"Screening wavelengths with consistent and stable signals to realize calibration model transfer of near infrared spectra." LINK

"Which regression method to use? Making informed decisions in “data-rich/knowledge poor” scenarios – The Predictive Analytics Comparison framework (PAC)" LINK




Near Infrared

"A transformative approach to ageing fish otoliths using Fourier transform-near infrared spectroscopy (NIRS): a case study of eastern Bering Sea walleye pollock (Gadus chalcogrammus)" LINK

"Panoramic optical and near-infrared SETI instrument: prototype design and testing" ExtraTerrestrial LINK

"Non-destructive measurement of salt using NIR spectroscopy in the herring marinating process" LINK

"Application of miniaturized near-infrared spectroscopy for quality control of extemporaneous orodispersible films" LINK

"Optimal sample selection for measurement of soil organic carbon using on-line vis-NIR spectroscopy" LINK

"Analysis of protein glycation in human fingernail clippings with near-infrared (NIR) spectroscopy as an alternative technique for the diagnosis of diabetes mellitus" LINK

"The Optimal Local Model Selection for Robust and Fast Evaluation of Soluble Solid Content in Melon with Thick Peel and Large Size by Vis-NIR Spectroscopy" NIRS LINK

"Hand-held near-infrared spectrometers: State-of-the-art instrumentation and practical applications" handheld NIRS LINK

"Effect of waxy material and measurement position of a sugarcane stalk on the rapid determination of Pol value using a portable near infrared instrument" NIRS LINK




Infrared

"Identification of textiles by handheld near infrared spectroscopy: Protecting customers against product counterfeiting" LINK

"Determination of Total Flavonoids Contents and Antioxidant Activity of Ginkgo biloba Leaf by Near-Infrared Reflectance Method." LINK

"Non-destructive evaluation of maturity and quality parameters of pomegranate fruit by visible/near infrared spectroscopy" LINK

"Apple Variety Identification Using Near-Infrared Spectroscopy" fruits LINK




Hyperspectral

"Classification of maize kernels using NIR hyperspectral imaging" HSI LINK




Environment

"Prediction and mapping of soil clay and sand contents using visible and near-infrared spectroscopy" LINK




Agriculture

"Infrared spectroscopy prediction of organic carbon and total nitrogen in soil and particulate organic matter from diverse Canadian agricultural regions" LINK

"Biomass, feed quality, mineral concentration and grain yield responses to potassium fertiliser of dual-purpose crops" LINK

"Quantitative Analysis of Soil Nutrition Based on FT-NIR Spectroscopy Integrated with BP Neural DeepLearning" FTNIR LINK

"Crop management effects on supplementary feed quality and crop options for dairy feeding to reduce nitrate leaching" LINK




Food & Feed

"Fruit Quality Evaluation Using Spectroscopy Technology: A Review" LINK




Medicinal

How we can use light to see deep inside our bodies and brains. ⁦Mary Lou Jepsen ⁩’s terrific TedTalk & demo. (Excited for Mary Lou joining us as Exponential Medicine ⁩faculty | Neuroscience imaging xMed LINK




Other

Kuwaiti police has shut down a fish store that was sticking googly eyes on fish to make them appear more fresh than they are. 🙂 via Al Bayan newspaper, . LINK





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


CalibrationModel.com

New : FREE NIR Predictor Software, drag&drop spectral data to plug&play calibrations, for any NIRS Analysis sensor type. | Chemometrics Prediction LINK

Reduce Workload and Response Time of NIRS Analytical Laboratory Chemistry method development. chemoinformatics digitalization DigitalTransformation spectroscopy LINK

Spectroscopy and Chemometrics News Weekly 34, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 34, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 34, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK




Chemometrics

"Comparing the analytical performances of Micro-NIR and FT-NIR spectrometers in the evaluation of acerola fruit quality, using PLS and SVM regression algorithms." LINK

"Using portable near-infrared spectroscopy to predict pig subcutaneous fat composition and iodine value" LINK

"Comparative chemometric analysis of fluorescence and near infrared spectroscopies for authenticity confirmation and geographical origin of Argentinean extra virgin olive oils" LINK

"Development of a NIR Method for the In-Line Quantification of the Total Polyphenolic Content: A Study Applied on Ajuga genevensis L. Dry Extract Obtained in a Fluid Bed Process." LINK

"Rapid detection of adulteration in Anoectochilus roxburghii by near-infrared spectroscopy coupled with chemometric methods" LINK

"Non-destructive prediction of banana fruit quality using VIS/NIR spectroscopy" LINK

"Prediction of total soluble solids and pH in banana using near infrared spectroscopy" LINK

"Rapid determination of soil classes in soil profiles using vis–NIR spectroscopy and multiple objectives mixed support vector classification" LINK

"Screening wavelengths with consistent and stable signals to realize calibration model transfer of near infrared spectra." LINK

"Which regression method to use? Making informed decisions in “data-rich/knowledge poor” scenarios – The Predictive Analytics Comparison framework (PAC)" LINK




Near Infrared

"A transformative approach to ageing fish otoliths using Fourier transform-near infrared spectroscopy (NIRS): a case study of eastern Bering Sea walleye pollock (Gadus chalcogrammus)" LINK

"Panoramic optical and near-infrared SETI instrument: prototype design and testing" ExtraTerrestrial LINK

"Non-destructive measurement of salt using NIR spectroscopy in the herring marinating process" LINK

"Application of miniaturized near-infrared spectroscopy for quality control of extemporaneous orodispersible films" LINK

"Optimal sample selection for measurement of soil organic carbon using on-line vis-NIR spectroscopy" LINK

"Analysis of protein glycation in human fingernail clippings with near-infrared (NIR) spectroscopy as an alternative technique for the diagnosis of diabetes mellitus" LINK

"The Optimal Local Model Selection for Robust and Fast Evaluation of Soluble Solid Content in Melon with Thick Peel and Large Size by Vis-NIR Spectroscopy" NIRS LINK

"Hand-held near-infrared spectrometers: State-of-the-art instrumentation and practical applications" handheld NIRS LINK

"Effect of waxy material and measurement position of a sugarcane stalk on the rapid determination of Pol value using a portable near infrared instrument" NIRS LINK




Infrared

"Identification of textiles by handheld near infrared spectroscopy: Protecting customers against product counterfeiting" LINK

"Determination of Total Flavonoids Contents and Antioxidant Activity of Ginkgo biloba Leaf by Near-Infrared Reflectance Method." LINK

"Non-destructive evaluation of maturity and quality parameters of pomegranate fruit by visible/near infrared spectroscopy" LINK

"Apple Variety Identification Using Near-Infrared Spectroscopy" fruits LINK




Hyperspectral

"Classification of maize kernels using NIR hyperspectral imaging" HSI LINK




Environment

"Prediction and mapping of soil clay and sand contents using visible and near-infrared spectroscopy" LINK




Agriculture

"Infrared spectroscopy prediction of organic carbon and total nitrogen in soil and particulate organic matter from diverse Canadian agricultural regions" LINK

"Biomass, feed quality, mineral concentration and grain yield responses to potassium fertiliser of dual-purpose crops" LINK

"Quantitative Analysis of Soil Nutrition Based on FT-NIR Spectroscopy Integrated with BP Neural DeepLearning" FTNIR LINK

"Crop management effects on supplementary feed quality and crop options for dairy feeding to reduce nitrate leaching" LINK




Food & Feed

"Fruit Quality Evaluation Using Spectroscopy Technology: A Review" LINK




Medicinal

How we can use light to see deep inside our bodies and brains. ⁦Mary Lou Jepsen ⁩’s terrific TedTalk & demo. (Excited for Mary Lou joining us as Exponential Medicine ⁩faculty | Neuroscience imaging xMed LINK




Other

Kuwaiti police has shut down a fish store that was sticking googly eyes on fish to make them appear more fresh than they are. 🙂 via Al Bayan newspaper, . LINK





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


CalibrationModel.com

New : FREE NIR Predictor Software, drag&drop spectral data to plug&play calibrations, for any NIRS Analysis sensor type. | Chemometrics Prediction LINK

Reduce Workload and Response Time of NIRS Analytical Laboratory Chemistry method development. chemoinformatics digitalization DigitalTransformation spectroscopy LINK

Spectroscopy and Chemometrics News Weekly 34, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 34, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 34, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK




Chemometrics

"Comparing the analytical performances of Micro-NIR and FT-NIR spectrometers in the evaluation of acerola fruit quality, using PLS and SVM regression algorithms." LINK

"Using portable near-infrared spectroscopy to predict pig subcutaneous fat composition and iodine value" LINK

"Comparative chemometric analysis of fluorescence and near infrared spectroscopies for authenticity confirmation and geographical origin of Argentinean extra virgin olive oils" LINK

"Development of a NIR Method for the In-Line Quantification of the Total Polyphenolic Content: A Study Applied on Ajuga genevensis L. Dry Extract Obtained in a Fluid Bed Process." LINK

"Rapid detection of adulteration in Anoectochilus roxburghii by near-infrared spectroscopy coupled with chemometric methods" LINK

"Non-destructive prediction of banana fruit quality using VIS/NIR spectroscopy" LINK

"Prediction of total soluble solids and pH in banana using near infrared spectroscopy" LINK

"Rapid determination of soil classes in soil profiles using vis–NIR spectroscopy and multiple objectives mixed support vector classification" LINK

"Screening wavelengths with consistent and stable signals to realize calibration model transfer of near infrared spectra." LINK

"Which regression method to use? Making informed decisions in “data-rich/knowledge poor” scenarios – The Predictive Analytics Comparison framework (PAC)" LINK




Near Infrared

"A transformative approach to ageing fish otoliths using Fourier transform-near infrared spectroscopy (NIRS): a case study of eastern Bering Sea walleye pollock (Gadus chalcogrammus)" LINK

"Panoramic optical and near-infrared SETI instrument: prototype design and testing" ExtraTerrestrial LINK

"Non-destructive measurement of salt using NIR spectroscopy in the herring marinating process" LINK

"Application of miniaturized near-infrared spectroscopy for quality control of extemporaneous orodispersible films" LINK

"Optimal sample selection for measurement of soil organic carbon using on-line vis-NIR spectroscopy" LINK

"Analysis of protein glycation in human fingernail clippings with near-infrared (NIR) spectroscopy as an alternative technique for the diagnosis of diabetes mellitus" LINK

"The Optimal Local Model Selection for Robust and Fast Evaluation of Soluble Solid Content in Melon with Thick Peel and Large Size by Vis-NIR Spectroscopy" NIRS LINK

"Hand-held near-infrared spectrometers: State-of-the-art instrumentation and practical applications" handheld NIRS LINK

"Effect of waxy material and measurement position of a sugarcane stalk on the rapid determination of Pol value using a portable near infrared instrument" NIRS LINK




Infrared

"Identification of textiles by handheld near infrared spectroscopy: Protecting customers against product counterfeiting" LINK

"Determination of Total Flavonoids Contents and Antioxidant Activity of Ginkgo biloba Leaf by Near-Infrared Reflectance Method." LINK

"Non-destructive evaluation of maturity and quality parameters of pomegranate fruit by visible/near infrared spectroscopy" LINK

"Apple Variety Identification Using Near-Infrared Spectroscopy" fruits LINK




Hyperspectral

"Classification of maize kernels using NIR hyperspectral imaging" HSI LINK




Environment

"Prediction and mapping of soil clay and sand contents using visible and near-infrared spectroscopy" LINK




Agriculture

"Infrared spectroscopy prediction of organic carbon and total nitrogen in soil and particulate organic matter from diverse Canadian agricultural regions" LINK

"Biomass, feed quality, mineral concentration and grain yield responses to potassium fertiliser of dual-purpose crops" LINK

"Quantitative Analysis of Soil Nutrition Based on FT-NIR Spectroscopy Integrated with BP Neural DeepLearning" FTNIR LINK

"Crop management effects on supplementary feed quality and crop options for dairy feeding to reduce nitrate leaching" LINK




Food & Feed

"Fruit Quality Evaluation Using Spectroscopy Technology: A Review" LINK




Medicinal

How we can use light to see deep inside our bodies and brains. ⁦Mary Lou Jepsen ⁩’s terrific TedTalk & demo. (Excited for Mary Lou joining us as Exponential Medicine ⁩faculty | Neuroscience imaging xMed LINK




Other

Kuwaiti police has shut down a fish store that was sticking googly eyes on fish to make them appear more fresh than they are. 🙂 via Al Bayan newspaper, . LINK





Spectroscopy and Chemometrics News Weekly #34, 2018Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #34, 2018Spettroscopia e Chemiometria Weekly News #34, 2018

CalibrationModel.com

New : FREE NIR Predictor Software, drag&drop spectral data to plug&play calibrations, for any NIRS Analysis sensor type. | Chemometrics Prediction LINK

Spectroscopy and Chemometrics News Weekly 33, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 33, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 33, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK

We updated the Near Infrared (NIR) Spectrometer Directory of Suppliers / Manufacturers / Vendors. The list includes now also mobile miniature NIR spectrometer sensors. | NIRS NIR FTNIR NIT NearInfrared MEMS Spectral Sensor IoT LINK




Chemometrics

"Enhancing near infrared spectroscopy models to identify omega-3 fish oils used in the nutraceutical industry by means of calibration range extension" omega3 LINK

"Near infrared spectroscopy coupled with chemometric algorithms for predicting chemical components in black goji berries (Lycium ruthenicum Murr.)" LINK

"Towards innovation in paper dating: a MicroNIR analytical platform and chemometrics" nondestructive diagnostic forensic LINK

"Least-squares support vector machine and successive projection algorithm for quantitative analysis of cotton-polyester textile by near infrared spectroscopy" LINK

"Direct calibration transfer to principal components via canonical correlation analysis" NIRS corn tobacco LINK

"Collaborative representation based classifier with partial least squares regression for the classification of spectral data" LINK




Near Infrared

"Rapid and non-destructive discrimination of special-grade flat green tea using Near-infrared spectroscopy." LINK

"HOW DID SCIENTISTS DISCOVER WATER ON THE SURFACE OF THE MOON? .... used near-infrared reflectance spectroscopy (NIRS) to find surface water at the moon's polar regions. .... electromagnetic spectrum, from about 700 to 2,500 manometers." LINK




Infrared

"DSC, FTIR and Raman Spectroscopy Coupled with Multivariate Analysis in a Study of Co-Crystals of Pharmaceutical Interest" LINK




Equipment

"Calibration transfer of near infrared spectrometers for the assessment of plasma ethanol precipitation process" LINK




Laboratory

"ILS: An R package for statistical analysis in Interlaboratory Studies" | outliers ANOVA LINK




Other

"Spectral Identification of Disease in Weeds Using Multilayer Perceptron with Automatic Relevance Determination" LINK





CalibrationModel.com

New : FREE NIR Predictor Software, drag&drop spectral data to plug&play calibrations, for any NIRS Analysis sensor type. | Chemometrics Prediction LINK

Spectroscopy and Chemometrics News Weekly 33, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 33, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 33, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK

We updated the Near Infrared (NIR) Spectrometer Directory of Suppliers / Manufacturers / Vendors. The list includes now also mobile miniature NIR spectrometer sensors. | NIRS NIR FTNIR NIT NearInfrared MEMS Spectral Sensor IoT LINK




Chemometrics

"Enhancing near infrared spectroscopy models to identify omega-3 fish oils used in the nutraceutical industry by means of calibration range extension" omega3 LINK

"Near infrared spectroscopy coupled with chemometric algorithms for predicting chemical components in black goji berries (Lycium ruthenicum Murr.)" LINK

"Towards innovation in paper dating: a MicroNIR analytical platform and chemometrics" nondestructive diagnostic forensic LINK

"Least-squares support vector machine and successive projection algorithm for quantitative analysis of cotton-polyester textile by near infrared spectroscopy" LINK

"Direct calibration transfer to principal components via canonical correlation analysis" NIRS corn tobacco LINK

"Collaborative representation based classifier with partial least squares regression for the classification of spectral data" LINK




Near Infrared

"Rapid and non-destructive discrimination of special-grade flat green tea using Near-infrared spectroscopy." LINK

"HOW DID SCIENTISTS DISCOVER WATER ON THE SURFACE OF THE MOON? .... used near-infrared reflectance spectroscopy (NIRS) to find surface water at the moon's polar regions. .... electromagnetic spectrum, from about 700 to 2,500 manometers." LINK




Infrared

"DSC, FTIR and Raman Spectroscopy Coupled with Multivariate Analysis in a Study of Co-Crystals of Pharmaceutical Interest" LINK




Equipment

"Calibration transfer of near infrared spectrometers for the assessment of plasma ethanol precipitation process" LINK




Laboratory

"ILS: An R package for statistical analysis in Interlaboratory Studies" | outliers ANOVA LINK




Other

"Spectral Identification of Disease in Weeds Using Multilayer Perceptron with Automatic Relevance Determination" LINK





CalibrationModel.com

New : FREE NIR Predictor Software, drag&drop spectral data to plug&play calibrations, for any NIRS Analysis sensor type. | Chemometrics Prediction LINK

Spectroscopy and Chemometrics News Weekly 33, 2018 | NIRS Spectroscopy Chemometrics analysis Spectral Spectrometer Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 33, 2018 | NIRS Spektroskopie Chemometrie analyse Spektral Spektrometer Sensor LINK

Spettroscopia e Chemiometria Weekly News 33, 2018 | NIRS Spettroscopia Chemiometria analisi Spettrale Spettrometro Sensore LINK

We updated the Near Infrared (NIR) Spectrometer Directory of Suppliers / Manufacturers / Vendors. The list includes now also mobile miniature NIR spectrometer sensors. | NIRS NIR FTNIR NIT NearInfrared MEMS Spectral Sensor IoT LINK




Chemometrics

"Enhancing near infrared spectroscopy models to identify omega-3 fish oils used in the nutraceutical industry by means of calibration range extension" omega3 LINK

"Near infrared spectroscopy coupled with chemometric algorithms for predicting chemical components in black goji berries (Lycium ruthenicum Murr.)" LINK

"Towards innovation in paper dating: a MicroNIR analytical platform and chemometrics" nondestructive diagnostic forensic LINK

"Least-squares support vector machine and successive projection algorithm for quantitative analysis of cotton-polyester textile by near infrared spectroscopy" LINK

"Direct calibration transfer to principal components via canonical correlation analysis" NIRS corn tobacco LINK

"Collaborative representation based classifier with partial least squares regression for the classification of spectral data" LINK




Near Infrared

"Rapid and non-destructive discrimination of special-grade flat green tea using Near-infrared spectroscopy." LINK

"HOW DID SCIENTISTS DISCOVER WATER ON THE SURFACE OF THE MOON? .... used near-infrared reflectance spectroscopy (NIRS) to find surface water at the moon's polar regions. .... electromagnetic spectrum, from about 700 to 2,500 manometers." LINK




Infrared

"DSC, FTIR and Raman Spectroscopy Coupled with Multivariate Analysis in a Study of Co-Crystals of Pharmaceutical Interest" LINK




Equipment

"Calibration transfer of near infrared spectrometers for the assessment of plasma ethanol precipitation process" LINK




Laboratory

"ILS: An R package for statistical analysis in Interlaboratory Studies" | outliers ANOVA LINK




Other

"Spectral Identification of Disease in Weeds Using Multilayer Perceptron with Automatic Relevance Determination" LINK





NIR-PredictorNIR-PrädiktorNIR-Predittore

New: NIR-Predictor V2.6 with new features

The new Version of the free NIR-Predictor
supports GRAMS .SPC, CSV, JCAMP and multiple native file formats
of miniature, mobile and desktop spectrometers
get your spectra analyced as easy as Drag’n’Drop.

Spectra Plots and Histograms on the Prediction Report
  • NIR-Predictor is an easy to use NIR software for all NIR devices
    to produce quantitative results out of NIR data.

  • CalibrationModel Service provides development of
    customized calibrations out of NIR and Lab data.

  • It allows to use NIR with your own customized
    models without the need of Chemometric Software!

  • We do the Machine Leraning for your NIR-Spectrometer
    and with the free NIR-Predictor you are
    able to analyze new measured samples.

  • For NIR-Vendors we also offer the
    Software Development Kit (SDK) for OEM Predictor use
    via the Application Programming Interface (API).
    Think of a sencod predictor engine,
    as a second heart in your system.



Download

Key Features of NIR-Predictor

  • Super flexible prediction with automatic file format detection
  • Support for many mobile and desktop NIR Spectrometers file format
  • Application concept allows to group multiple Calibrations together for an Application
  • Prediction Report shows Histogram Charts of the tabulated prediction results
  • Sample based Properties File Creator for combining NIR and Lab reference data
  • Checked creation of a single file Calibration Request

Super flexible prediction

Loads multiple files at once in

  • different file-formats and …
  • different wave-ranges and wave-resolutions and …
  • predicts each spectrum with all compatible calibrations and …
  • merges the results in a report and …
  • saves the report as HTML.

It allows you to

  • comparing measurements
  • compare different calibrations
  • compare different spectrometers,
    carry out your own round-robin amongst the vendors’ instruments.
  • compare different spectra file formats

With no configuration and no special menu command,
just drag & drop your data files.

Videos


Properties File Creator

A tool for the NIR-User to create the property file easily. It helps to create a CSV file from the measured spectra files with sample names and properties to edit in Spreadsheet/EXCEL software. Lets you enter Lab-Reference-Values in a sample-based manner, corresponding to your sample spectra for calibration. It contains clever automatic analysis mechanisms of inconsistencies in your raw-data to increase the data quality for calibration. Provides detailed analyzer information for manual data cleanup when needed.

It’s time saving and less error prone because you DON’T need to open each spectrum file separately in an editor and copy the spectral values into a table grid beside the Lab-values.

Properties File Creator saves you from:

  • manually error prone and boring tasks
  • importing multiple data files and combining it’s content manually into a single data file to append the lab reference values (aka properties)
  • programming and writing scripts to transform the data into the shape needed
  • no trouble with data handling of
    • Wavelength / Wavenumber information (x-axis)
    • Absorbance / Reflectance labeling (y-axis)
    • checking compatibility of the raw data before merging
    • Averaging Spectral Intensities of a Sample
    • coping, flipping and transposing rows and colums to get the X-Block and Y-Block data sets ready for calibration modeling
    • limited and error prone table grid functionality

Because it’s all automatic and you can check the results and get the analysis information!

Properties File Creator provides you - a individual template based on your raw-data for combining NIR and Lab-values - analysis and checks for better data quality for calibration

Top 8 Reasons why you should use
Automated NIR Calibration Service

  • No subjective model selection
  • No variation in results and interpretation
  • No overfitting model
  • Better accuracy
  • Better precision
  • Time saving!
  • No software cost (no need for Chemometric software and training)
  • One free prediction software for all your NIR systems

Reduce Total Cost of Ownership (TCO) of your NIR

To be ahead of competitors
  • by not owning a chemometric software
  • by not struggling days with these complicated software
  • by not deep dive into chemometrics theory
It takes significant know-how and continous investment to develop calibrations
  • You need to have the relevant skill sets in your organization.
  • That means salaries (the biggest expense in most organizations)
To get most out of it, start now!
  • use the free NIR-Predictor together with your NIR-Instrument software
  • as an NIR-Vendor, integrate the free NIR-Predictor OEM into your NIR-Instrument software
  • don’t delay time-to-market
Read more about NIR Total cost of ownership (TCO)

Download


About the included Demo-Spectra and Demo-Calibrations

The demo calibrations for the spectrometers from

  • Si-Ware Systems
  • Spectral Engines
  • Texas Instruments
  • VIAVI

are built with the raw data, thankfully provided from Prof. Heinz W Siesler, from this publication

“Hand-held near-infrared spectrometers:
State-of-the-art instrumentation and practical applications”
Hui Yan, Heinz W Siesler
First Published August 20, 2018 Research Article
https://doi.org/10.1177/0960336018796391

The demo calibrations for the FOSS are built with the

ANSIG Kaji Competition 2014 shootout data
http://www.anisg.com.au/the-kaji-competition


References

Quickstart: NIR-Predictor - Manual

Features and Version History: NIR-Predictor - Release Notes History

Supported NIR Spectra Formats: NIR-Predictor supported Spectral Data File Formats

Frequently Asked Questions: NIR-Predictor - FAQ

WebShop : CalibrationModel WebShop

New: NIR-Predictor V2.6 with new features

The new Version of the free NIR-Predictor
supports GRAMS .SPC, CSV, JCAMP and multiple native file formats
of miniature, mobile and desktop spectrometers
get your spectra analyced as easy as Drag’n’Drop.

Spectra Plots and Histograms on the Prediction Report
  • NIR-Predictor is an easy to use NIR software for all NIR devices
    to produce quantitative results out of NIR data.

  • CalibrationModel Service provides development of
    customized calibrations out of NIR and Lab data.

  • It allows to use NIR with your own customized
    models without the need of Chemometric Software!

  • We do the Machine Leraning for your NIR-Spectrometer
    and with the free NIR-Predictor you are
    able to analyze new measured samples.

  • For NIR-Vendors we also offer the
    Software Development Kit (SDK) for OEM Predictor use
    via the Application Programming Interface (API).
    Think of a sencod predictor engine,
    as a second heart in your system.



Download

Key Features of NIR-Predictor

  • Super flexible prediction with automatic file format detection
  • Support for many mobile and desktop NIR Spectrometers file format
  • Application concept allows to group multiple Calibrations together for an Application
  • Prediction Report shows Histogram Charts of the tabulated prediction results
  • Sample based Properties File Creator for combining NIR and Lab reference data
  • Checked creation of a single file Calibration Request

Super flexible prediction

Loads multiple files at once in

  • different file-formats and …
  • different wave-ranges and wave-resolutions and …
  • predicts each spectrum with all compatible calibrations and …
  • merges the results in a report and …
  • saves the report as HTML.

It allows you to

  • comparing measurements
  • compare different calibrations
  • compare different spectrometers,
    carry out your own round-robin amongst the vendors’ instruments.
  • compare different spectra file formats

With no configuration and no special menu command,
just drag & drop your data files.

Videos


Properties File Creator

A tool for the NIR-User to create the property file easily. It helps to create a CSV file from the measured spectra files with sample names and properties to edit in Spreadsheet/EXCEL software. Lets you enter Lab-Reference-Values in a sample-based manner, corresponding to your sample spectra for calibration. It contains clever automatic analysis mechanisms of inconsistencies in your raw-data to increase the data quality for calibration. Provides detailed analyzer information for manual data cleanup when needed.

It’s time saving and less error prone because you DON’T need to open each spectrum file separately in an editor and copy the spectral values into a table grid beside the Lab-values.

Properties File Creator saves you from:

  • manually error prone and boring tasks
  • importing multiple data files and combining it’s content manually into a single data file to append the lab reference values (aka properties)
  • programming and writing scripts to transform the data into the shape needed
  • no trouble with data handling of
    • Wavelength / Wavenumber information (x-axis)
    • Absorbance / Reflectance labeling (y-axis)
    • checking compatibility of the raw data before merging
    • Averaging Spectral Intensities of a Sample
    • coping, flipping and transposing rows and colums to get the X-Block and Y-Block data sets ready for calibration modeling
    • limited and error prone table grid functionality

Because it’s all automatic and you can check the results and get the analysis information!

Properties File Creator provides you - a individual template based on your raw-data for combining NIR and Lab-values - analysis and checks for better data quality for calibration

Top 8 Reasons why you should use
Automated NIR Calibration Service

  • No subjective model selection
  • No variation in results and interpretation
  • No overfitting model
  • Better accuracy
  • Better precision
  • Time saving!
  • No software cost (no need for Chemometric software and training)
  • One free prediction software for all your NIR systems

Reduce Total Cost of Ownership (TCO) of your NIR

To be ahead of competitors
  • by not owning a chemometric software
  • by not struggling days with these complicated software
  • by not deep dive into chemometrics theory
It takes significant know-how and continous investment to develop calibrations
  • You need to have the relevant skill sets in your organization.
  • That means salaries (the biggest expense in most organizations)
To get most out of it, start now!
  • use the free NIR-Predictor together with your NIR-Instrument software
  • as an NIR-Vendor, integrate the free NIR-Predictor OEM into your NIR-Instrument software
  • don’t delay time-to-market
Read more about NIR Total cost of ownership (TCO)

Download


About the included Demo-Spectra and Demo-Calibrations

The demo calibrations for the spectrometers from

  • Si-Ware Systems
  • Spectral Engines
  • Texas Instruments
  • VIAVI

are built with the raw data, thankfully provided from Prof. Heinz W Siesler, from this publication

“Hand-held near-infrared spectrometers:
State-of-the-art instrumentation and practical applications”
Hui Yan, Heinz W Siesler
First Published August 20, 2018 Research Article
https://doi.org/10.1177/0960336018796391

The demo calibrations for the FOSS are built with the

ANSIG Kaji Competition 2014 shootout data
http://www.anisg.com.au/the-kaji-competition


References

Quickstart: NIR-Predictor - Manual

Features and Version History: NIR-Predictor - Release Notes History

Supported NIR Spectra Formats: NIR-Predictor supported Spectral Data File Formats

Frequently Asked Questions: NIR-Predictor - FAQ

WebShop : CalibrationModel WebShop

New: NIR-Predictor V2.6 with new features

The new Version of the free NIR-Predictor
supports GRAMS .SPC, CSV, JCAMP and multiple native file formats
of miniature, mobile and desktop spectrometers
get your spectra analyced as easy as Drag’n’Drop.

Spectra Plots and Histograms on the Prediction Report
  • NIR-Predictor is an easy to use NIR software for all NIR devices
    to produce quantitative results out of NIR data.

  • CalibrationModel Service provides development of
    customized calibrations out of NIR and Lab data.

  • It allows to use NIR with your own customized
    models without the need of Chemometric Software!

  • We do the Machine Leraning for your NIR-Spectrometer
    and with the free NIR-Predictor you are
    able to analyze new measured samples.

  • For NIR-Vendors we also offer the
    Software Development Kit (SDK) for OEM Predictor use
    via the Application Programming Interface (API).
    Think of a sencod predictor engine,
    as a second heart in your system.



Download

Key Features of NIR-Predictor

  • Super flexible prediction with automatic file format detection
  • Support for many mobile and desktop NIR Spectrometers file format
  • Application concept allows to group multiple Calibrations together for an Application
  • Prediction Report shows Histogram Charts of the tabulated prediction results
  • Sample based Properties File Creator for combining NIR and Lab reference data
  • Checked creation of a single file Calibration Request

Super flexible prediction

Loads multiple files at once in

  • different file-formats and …
  • different wave-ranges and wave-resolutions and …
  • predicts each spectrum with all compatible calibrations and …
  • merges the results in a report and …
  • saves the report as HTML.

It allows you to

  • comparing measurements
  • compare different calibrations
  • compare different spectrometers,
    carry out your own round-robin amongst the vendors’ instruments.
  • compare different spectra file formats

With no configuration and no special menu command,
just drag & drop your data files.

Videos


Properties File Creator

A tool for the NIR-User to create the property file easily. It helps to create a CSV file from the measured spectra files with sample names and properties to edit in Spreadsheet/EXCEL software. Lets you enter Lab-Reference-Values in a sample-based manner, corresponding to your sample spectra for calibration. It contains clever automatic analysis mechanisms of inconsistencies in your raw-data to increase the data quality for calibration. Provides detailed analyzer information for manual data cleanup when needed.

It’s time saving and less error prone because you DON’T need to open each spectrum file separately in an editor and copy the spectral values into a table grid beside the Lab-values.

Properties File Creator saves you from:

  • manually error prone and boring tasks
  • importing multiple data files and combining it’s content manually into a single data file to append the lab reference values (aka properties)
  • programming and writing scripts to transform the data into the shape needed
  • no trouble with data handling of
    • Wavelength / Wavenumber information (x-axis)
    • Absorbance / Reflectance labeling (y-axis)
    • checking compatibility of the raw data before merging
    • Averaging Spectral Intensities of a Sample
    • coping, flipping and transposing rows and colums to get the X-Block and Y-Block data sets ready for calibration modeling
    • limited and error prone table grid functionality

Because it’s all automatic and you can check the results and get the analysis information!

Properties File Creator provides you - a individual template based on your raw-data for combining NIR and Lab-values - analysis and checks for better data quality for calibration

Top 8 Reasons why you should use
Automated NIR Calibration Service

  • No subjective model selection
  • No variation in results and interpretation
  • No overfitting model
  • Better accuracy
  • Better precision
  • Time saving!
  • No software cost (no need for Chemometric software and training)
  • One free prediction software for all your NIR systems

Reduce Total Cost of Ownership (TCO) of your NIR

To be ahead of competitors
  • by not owning a chemometric software
  • by not struggling days with these complicated software
  • by not deep dive into chemometrics theory
It takes significant know-how and continous investment to develop calibrations
  • You need to have the relevant skill sets in your organization.
  • That means salaries (the biggest expense in most organizations)
To get most out of it, start now!
  • use the free NIR-Predictor together with your NIR-Instrument software
  • as an NIR-Vendor, integrate the free NIR-Predictor OEM into your NIR-Instrument software
  • don’t delay time-to-market
Read more about NIR Total cost of ownership (TCO)

Download


About the included Demo-Spectra and Demo-Calibrations

The demo calibrations for the spectrometers from

  • Si-Ware Systems
  • Spectral Engines
  • Texas Instruments
  • VIAVI

are built with the raw data, thankfully provided from Prof. Heinz W Siesler, from this publication

“Hand-held near-infrared spectrometers:
State-of-the-art instrumentation and practical applications”
Hui Yan, Heinz W Siesler
First Published August 20, 2018 Research Article
https://doi.org/10.1177/0960336018796391

The demo calibrations for the FOSS are built with the

ANSIG Kaji Competition 2014 shootout data
http://www.anisg.com.au/the-kaji-competition


References

Quickstart: NIR-Predictor - Manual

Features and Version History: NIR-Predictor - Release Notes History

Supported NIR Spectra Formats: NIR-Predictor supported Spectral Data File Formats

Frequently Asked Questions: NIR-Predictor - FAQ

WebShop : CalibrationModel WebShop

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



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.


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Interested, then do not hesitate to contact us.