Spectroscopy and Chemometrics/Machine-Learning News Weekly #22, 2023

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NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 21, 2023 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 21, 2023 | NIRS NIR Spektroskopie MachineLearning Spektrometer AI Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 21, 2023 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK

Near-Infrared Spectroscopy (NIRS)

“A Vis/NIR spectra-based approach for identifying bananas infected with Colletotrichum musae” LINK

“Determination of Chemical Content of Vanilla Pods (Vanilla planifolia) Non-destructively Using NIR Spectroscopy” LINK

“Discrimination of Tanzanian Black Tea by Geographical Origin and Seasonal Variations of Chemical constituents using HPTLC and NIR Spectroscopy” LINK

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

“In Situ Compositional Analysis of Tomato Plants and Cell Wall Using Fiber Optic Fourier-Transform Near-Infrared Spectroscopy” LINK

“Sensors : Determination of Sugars and Acids in Grape Must Using Miniaturized Near-Infrared Spectroscopy” LINK

“Evaluation of a Handheld Near‐infrared Spectroscopy Sensor for Rapid Corn Kernel Moisture Estimation” LINK

“A feasibility quantification study of capsaicin content in chili powder for rapid evaluation using near-infrared reflectance spectroscopy” LINK

Equipment for Spectroscopy

“Characterization of Skin Moisture and Evaluation of Cosmetic Moisturizing Properties Using Miniature Near-infrared Spectrometer” LINK

Other

“An Interview with AI About Its Potential Role in Vibrational and Atomic Spectroscopy” LINK

Spectroscopy and Chemometrics-Machine-Learning News Weekly #40, 2022Spektroskopie und Chemometrie-Machine-Learning News Wöchentlich #40, 2022Spettroscopia e Chemiometria-Machine-Learning Weekly News #40, 2022

NIR Calibration-Model Services

"Paradigm Change in NIR - Calibration-as-a-Service for developing, optimizing and deploying your NIR models onto your local sensor computer" LINK

Spectroscopy and Chemometrics News Weekly 39, 2022 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 39, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 39, 2022 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near-Infrared Spectroscopy (NIRS)

"Embedded NIR Spectroscopy for Rotary Tablet Press" | LINK

"Abnormal Oxidative Metabolism in the Gray Matter of Cuprizone Mouse Model: An in-vivo NIRS-MRI Study" LINK

"Measurement of Gingerols and 6-shogaol in Ginger Using Near-Infrared Spectroscopy" | LINK

"Application of On-line Near Infrared Spectroscopy in the Production of Traditional Chinese Medicine" | LINK

"Ultra-broadband near-infrared phosphor Li3Sc2 (PO4) 3: Cr3+ realized by two-sites occupation" LINK

"Near-infrared spectroscopy to assess mycotoxins contamination and nutritional composition of maize marketed in South America, years 2020-2021" | LINK

"Determination of Nitrogen and Phosphorus in Dairy Slurry Using Near Infrared Diffuse Reflection Spectroscopy" | LINK

"Near-Infrared Spectroscopy for Determination of Cardiac Output Augmentation in a Swine Model of Ischemia-Reperfusion Injury" LINK

"Near Infrared Spectroscopy as a Traceability Tool to Monitor Black Soldier Fly Larvae (Hermetia illucens) Intended as Animal Feed" LINK

"Spectral Separation Degree Method for Vis-NIR Spectral Discriminant Analysis of Milk Powder Adulteration" | LINK

"Application of Near-Infrared Spectroscopy to Measure the Water Content in Liquid Dielectrics" LINK

"Coating Control on a Functional Digestion Tablet by Portable Near-Infrared Spectroscopy" | LINK

"Development of NIRS Calibrations for Seed Content of Lipids and Proteins in Contrasting White Lupin Germplasm" | LINK

"Powdery Food Identification Using NIR Spectroscopy and Extensible Deep Learning Model" | LINK

"Application of FT-NIR spectroscopy as a rapid tool for analysis of the fish fillet chemical composition" | LINK

"Application of Convolutional Neural Network Model Based on Combined NIR-Raman Spectra in Feed Composition Analysis" | LINK

"Identification of Variety and Age of Abalones Based on Near-Infrared Spectroscopy" | LINK

"Prediction of flue gas properties using artificial intelligence: Application of supervised machine learning by utilization of Near-Infrared Spectroscopy on solid biofuels" LINK

"Measurement of nitrogen content in rice plant using near infrared spectroscopy combined with different PLS algorithms" LINK

"Chemometric Studies in Near-Infrared Spectroscopy" | LINK

"Quantitative determination of quality control parameters using near infrared spectroscopy and chemometrics in process monitoring of tapioca sweetener ..." LINK

"Determination of soil pH from Vis-NIR spectroscopy by extreme learning machine and variable selection: a case study in lime concretion black soil" LINK

"Rapidly detecting fennel origin of the near-infrared spectroscopy based on extreme learning machine" | LINK

"Application of adaptive Laplacian Eigenmaps in near infrared spectral modeling" LINK

"Sense the Real Change: Proceedings of the 20th International Conference on Near Infrared Spectroscopy" LINK

"Foods : Intelligent Evaluation of Stone Cell Content of Korla Fragrant Pears by Vis/NIR Reflection Spectroscopy" LINK

"Estimation of SO<sub>4</sub><sup>2-</sup> ion in saline soil using VIS-NIR spectroscopy under different human activity stress" LINK

"Near infrared spectroscopy quantification based on Bi-LSTM and transfer learning for new scenarios" LINK

"A powerful tool for near-infrared spectroscopy: Synergy adaptive moving window algorithm based on the immune support vector machine" LINK

"Sensors : Estimation of Soil Organic Carbon Using Vis-NIR Spectral Data and Spectral Feature Bands Selection in Southern Xinjiang, China" LINK

"Determination of soil pH from Vis-NIR spectroscopy by extreme learning machine and variable selection: A case study in lime concretion black soil" LINK




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

"Advancement of Near Infrared techniques in diagnosis and treatment of cancer" LINK

"Polymers : Advanced Dual−Function Hollow Copper−Sulfide−Based Polyimide Composite Window Film Combining Near−Infrared Thermal Shielding and Organic Pollutants’ Photodegradation" LINK




Hyperspectral Imaging (HSI)

"Remote Sensing : The Impacts of Air Quality on Vegetation Health in Dense Urban Environments: A Ground-Based Hyperspectral Imaging Approach" LINK

" A Novel Strategy for Classifying Spectral-spatial Shallow and Deep Hyperspectral Image Features Using 1D-EWT and 3D-CNN" LINK




Spectral Imaging

"Forests : Detection of Eucalyptus Leaf Disease with UAV Multispectral Imagery" LINK




Chemometrics and Machine Learning

"Nondestructive Multivariate Classification of Codling Moth Infested Apples Using Machine Learning and Sensor Fusion" LINK

"Algorithm and hyperparameter optimizations for hetero-device classification by near-infrared spectra of falsified and substandard amoxicillin capsules" | LINK

"Variable Selection and Data Fusion for Diesel Cetane Number Prediction" LINK

"Vis-NIR Spectroscopy and PLS-Da Model for Classification of Arabica and Robusta Roasted Coffee Bean" | LINK

"Chemosensors : Beyond the Black Box—Practical Considerations on the Use of Chemometrics Combined with Sensing Technologies in Food Science Applications" LINK

"Germplasm variability-assisted near infrared reflectance spectroscopy chemometrics to develop multi-trait robust prediction models in rice" LINK

"Remote Sensing : Exploring the Potential of SCOPE Model for Detection of Leaf Area Index and Sun-Induced Fluorescence of Peatland Canopy" LINK

" A method of two-dimensional correlation spectroscopy combined with residual neural network for comparison and differentiation of medicinal plants raw ..." | LINK

"Foods : Detection and Quantitation of Adulterated Paprika Samples Using Second-Order HPLC-FLD Fingerprints and Chemometrics" LINK

"Application of Laser-Induced Breakdown Spectroscopy and Chemometrics for the Quality Evaluation of Foods with Medicinal Properties: A Review " LINK




Equipment for Spectroscopy

"On‐site forensic analysis of colored seized materials: detection of brown heroin and MDMA‐tablets by a portable NIR spectrometer" LINK

"Temperature Dependence of Water Absorption in the Biological Windows and Its Impact on the Performance of Ag2S Luminescent Nanothermometers" LINK

"Electrically tunable two-dimensional heterojunctions for miniaturized near-infrared spectrometers" | LINK

"Quantitative Analysis of Routine Chemical Constituents of Tobacco Based on Thermogravimetric Analysis" | LINK




Future topics in Spectroscopy

"Current Status and Future Trends in Sensor Miniaturization" LINK




Process Control and NIR Sensors

"Optical Sensors in Continuous Glucose Monitoring for the Diagnosis of Diabetes" | LINK




Environment NIR-Spectroscopy Application

"Remote Sensing : Sentinel-2 Poplar Index for Operational Mapping of Poplar Plantations over Large Areas" LINK




Agriculture NIR-Spectroscopy Usage

"Multi-Reflectance-Spectroscopy, Part I: Theory and Calculations Using Simulated Milk Samples" LINK

"Agriculture : Hyperspectral Estimates of Soil Moisture Content Incorporating Harmonic Indicators and Machine Learning" LINK

"Tuning the Internal Compartmentation of SingleChain Nanoparticles as Fluorescent Contrast Agents" LINK

"Sensors : Monitoring and Identification of Agricultural Crops through Multitemporal Analysis of Optical Images and Machine Learning Algorithms" LINK




Horticulture NIR-Spectroscopy Applications

"Estimation of Soluble Solids for Stone Fruit Varieties Based on Near-Infrared Spectra Using Machine Learning Techniques" LINK




Food & Feed Industry NIR Usage

"Foods : Spectroscopic Data for the Rapid Assessment of Microbiological Quality of Chicken Burgers" LINK




Petro Industry NIR Usage

"Influence of new phytoregulators on oilseed flax growth, development, yielding capacity, and product quality" LINK




Medicinal Spectroscopy

"Synthesis, structural characterization and cytotoxic activity in tumor cells of Cu (II) and Co (II) complexes with o‐vanillin aminoacids Schiff bases" LINK




Other

"Effect of annealing time on different properties of the next generation Cu2Ni0. 50Co0. 50SnS4Thin films" | LINK





.

NIR Calibration-Model Services

"Paradigm Change in NIR - Calibration-as-a-Service for developing, optimizing and deploying your NIR models onto your local sensor computer" LINK

Spectroscopy and Chemometrics News Weekly 39, 2022 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 39, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 39, 2022 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near-Infrared Spectroscopy (NIRS)

"Embedded NIR Spectroscopy for Rotary Tablet Press" | LINK

"Abnormal Oxidative Metabolism in the Gray Matter of Cuprizone Mouse Model: An in-vivo NIRS-MRI Study" LINK

"Measurement of Gingerols and 6-shogaol in Ginger Using Near-Infrared Spectroscopy" | LINK

"Application of On-line Near Infrared Spectroscopy in the Production of Traditional Chinese Medicine" | LINK

"Ultra-broadband near-infrared phosphor Li3Sc2 (PO4) 3: Cr3+ realized by two-sites occupation" LINK

"Near-infrared spectroscopy to assess mycotoxins contamination and nutritional composition of maize marketed in South America, years 2020-2021" | LINK

"Determination of Nitrogen and Phosphorus in Dairy Slurry Using Near Infrared Diffuse Reflection Spectroscopy" | LINK

"Near-Infrared Spectroscopy for Determination of Cardiac Output Augmentation in a Swine Model of Ischemia-Reperfusion Injury" LINK

"Near Infrared Spectroscopy as a Traceability Tool to Monitor Black Soldier Fly Larvae (Hermetia illucens) Intended as Animal Feed" LINK

"Spectral Separation Degree Method for Vis-NIR Spectral Discriminant Analysis of Milk Powder Adulteration" | LINK

"Application of Near-Infrared Spectroscopy to Measure the Water Content in Liquid Dielectrics" LINK

"Coating Control on a Functional Digestion Tablet by Portable Near-Infrared Spectroscopy" | LINK

"Development of NIRS Calibrations for Seed Content of Lipids and Proteins in Contrasting White Lupin Germplasm" | LINK

"Powdery Food Identification Using NIR Spectroscopy and Extensible Deep Learning Model" | LINK

"Application of FT-NIR spectroscopy as a rapid tool for analysis of the fish fillet chemical composition" | LINK

"Application of Convolutional Neural Network Model Based on Combined NIR-Raman Spectra in Feed Composition Analysis" | LINK

"Identification of Variety and Age of Abalones Based on Near-Infrared Spectroscopy" | LINK

"Prediction of flue gas properties using artificial intelligence: Application of supervised machine learning by utilization of Near-Infrared Spectroscopy on solid biofuels" LINK

"Measurement of nitrogen content in rice plant using near infrared spectroscopy combined with different PLS algorithms" LINK

"Chemometric Studies in Near-Infrared Spectroscopy" | LINK

"Quantitative determination of quality control parameters using near infrared spectroscopy and chemometrics in process monitoring of tapioca sweetener ..." LINK

"Determination of soil pH from Vis-NIR spectroscopy by extreme learning machine and variable selection: a case study in lime concretion black soil" LINK

"Rapidly detecting fennel origin of the near-infrared spectroscopy based on extreme learning machine" | LINK

"Application of adaptive Laplacian Eigenmaps in near infrared spectral modeling" LINK

"Sense the Real Change: Proceedings of the 20th International Conference on Near Infrared Spectroscopy" LINK

"Foods : Intelligent Evaluation of Stone Cell Content of Korla Fragrant Pears by Vis/NIR Reflection Spectroscopy" LINK

"Estimation of SO<sub>4</sub><sup>2-</sup> ion in saline soil using VIS-NIR spectroscopy under different human activity stress" LINK

"Near infrared spectroscopy quantification based on Bi-LSTM and transfer learning for new scenarios" LINK

"A powerful tool for near-infrared spectroscopy: Synergy adaptive moving window algorithm based on the immune support vector machine" LINK

"Sensors : Estimation of Soil Organic Carbon Using Vis-NIR Spectral Data and Spectral Feature Bands Selection in Southern Xinjiang, China" LINK

"Determination of soil pH from Vis-NIR spectroscopy by extreme learning machine and variable selection: A case study in lime concretion black soil" LINK




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

"Advancement of Near Infrared techniques in diagnosis and treatment of cancer" LINK

"Polymers : Advanced Dual−Function Hollow Copper−Sulfide−Based Polyimide Composite Window Film Combining Near−Infrared Thermal Shielding and Organic Pollutants’ Photodegradation" LINK




Hyperspectral Imaging (HSI)

"Remote Sensing : The Impacts of Air Quality on Vegetation Health in Dense Urban Environments: A Ground-Based Hyperspectral Imaging Approach" LINK

" A Novel Strategy for Classifying Spectral-spatial Shallow and Deep Hyperspectral Image Features Using 1D-EWT and 3D-CNN" LINK




Spectral Imaging

"Forests : Detection of Eucalyptus Leaf Disease with UAV Multispectral Imagery" LINK




Chemometrics and Machine Learning

"Nondestructive Multivariate Classification of Codling Moth Infested Apples Using Machine Learning and Sensor Fusion" LINK

"Algorithm and hyperparameter optimizations for hetero-device classification by near-infrared spectra of falsified and substandard amoxicillin capsules" | LINK

"Variable Selection and Data Fusion for Diesel Cetane Number Prediction" LINK

"Vis-NIR Spectroscopy and PLS-Da Model for Classification of Arabica and Robusta Roasted Coffee Bean" | LINK

"Chemosensors : Beyond the Black Box—Practical Considerations on the Use of Chemometrics Combined with Sensing Technologies in Food Science Applications" LINK

"Germplasm variability-assisted near infrared reflectance spectroscopy chemometrics to develop multi-trait robust prediction models in rice" LINK

"Remote Sensing : Exploring the Potential of SCOPE Model for Detection of Leaf Area Index and Sun-Induced Fluorescence of Peatland Canopy" LINK

" A method of two-dimensional correlation spectroscopy combined with residual neural network for comparison and differentiation of medicinal plants raw ..." | LINK

"Foods : Detection and Quantitation of Adulterated Paprika Samples Using Second-Order HPLC-FLD Fingerprints and Chemometrics" LINK

"Application of Laser-Induced Breakdown Spectroscopy and Chemometrics for the Quality Evaluation of Foods with Medicinal Properties: A Review " LINK




Equipment for Spectroscopy

"On‐site forensic analysis of colored seized materials: detection of brown heroin and MDMA‐tablets by a portable NIR spectrometer" LINK

"Temperature Dependence of Water Absorption in the Biological Windows and Its Impact on the Performance of Ag2S Luminescent Nanothermometers" LINK

"Electrically tunable two-dimensional heterojunctions for miniaturized near-infrared spectrometers" | LINK

"Quantitative Analysis of Routine Chemical Constituents of Tobacco Based on Thermogravimetric Analysis" | LINK




Future topics in Spectroscopy

"Current Status and Future Trends in Sensor Miniaturization" LINK




Process Control and NIR Sensors

"Optical Sensors in Continuous Glucose Monitoring for the Diagnosis of Diabetes" | LINK




Environment NIR-Spectroscopy Application

"Remote Sensing : Sentinel-2 Poplar Index for Operational Mapping of Poplar Plantations over Large Areas" LINK




Agriculture NIR-Spectroscopy Usage

"Multi-Reflectance-Spectroscopy, Part I: Theory and Calculations Using Simulated Milk Samples" LINK

"Agriculture : Hyperspectral Estimates of Soil Moisture Content Incorporating Harmonic Indicators and Machine Learning" LINK

"Tuning the Internal Compartmentation of SingleChain Nanoparticles as Fluorescent Contrast Agents" LINK

"Sensors : Monitoring and Identification of Agricultural Crops through Multitemporal Analysis of Optical Images and Machine Learning Algorithms" LINK




Horticulture NIR-Spectroscopy Applications

"Estimation of Soluble Solids for Stone Fruit Varieties Based on Near-Infrared Spectra Using Machine Learning Techniques" LINK




Food & Feed Industry NIR Usage

"Foods : Spectroscopic Data for the Rapid Assessment of Microbiological Quality of Chicken Burgers" LINK




Petro Industry NIR Usage

"Influence of new phytoregulators on oilseed flax growth, development, yielding capacity, and product quality" LINK




Medicinal Spectroscopy

"Synthesis, structural characterization and cytotoxic activity in tumor cells of Cu (II) and Co (II) complexes with o‐vanillin aminoacids Schiff bases" LINK




Other

"Effect of annealing time on different properties of the next generation Cu2Ni0. 50Co0. 50SnS4Thin films" | LINK





.

NIR Calibration-Model Services

"Paradigm Change in NIR - Calibration-as-a-Service for developing, optimizing and deploying your NIR models onto your local sensor computer" LINK

Spectroscopy and Chemometrics News Weekly 39, 2022 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 39, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 39, 2022 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near-Infrared Spectroscopy (NIRS)

"Embedded NIR Spectroscopy for Rotary Tablet Press" | LINK

"Abnormal Oxidative Metabolism in the Gray Matter of Cuprizone Mouse Model: An in-vivo NIRS-MRI Study" LINK

"Measurement of Gingerols and 6-shogaol in Ginger Using Near-Infrared Spectroscopy" | LINK

"Application of On-line Near Infrared Spectroscopy in the Production of Traditional Chinese Medicine" | LINK

"Ultra-broadband near-infrared phosphor Li3Sc2 (PO4) 3: Cr3+ realized by two-sites occupation" LINK

"Near-infrared spectroscopy to assess mycotoxins contamination and nutritional composition of maize marketed in South America, years 2020-2021" | LINK

"Determination of Nitrogen and Phosphorus in Dairy Slurry Using Near Infrared Diffuse Reflection Spectroscopy" | LINK

"Near-Infrared Spectroscopy for Determination of Cardiac Output Augmentation in a Swine Model of Ischemia-Reperfusion Injury" LINK

"Near Infrared Spectroscopy as a Traceability Tool to Monitor Black Soldier Fly Larvae (Hermetia illucens) Intended as Animal Feed" LINK

"Spectral Separation Degree Method for Vis-NIR Spectral Discriminant Analysis of Milk Powder Adulteration" | LINK

"Application of Near-Infrared Spectroscopy to Measure the Water Content in Liquid Dielectrics" LINK

"Coating Control on a Functional Digestion Tablet by Portable Near-Infrared Spectroscopy" | LINK

"Development of NIRS Calibrations for Seed Content of Lipids and Proteins in Contrasting White Lupin Germplasm" | LINK

"Powdery Food Identification Using NIR Spectroscopy and Extensible Deep Learning Model" | LINK

"Application of FT-NIR spectroscopy as a rapid tool for analysis of the fish fillet chemical composition" | LINK

"Application of Convolutional Neural Network Model Based on Combined NIR-Raman Spectra in Feed Composition Analysis" | LINK

"Identification of Variety and Age of Abalones Based on Near-Infrared Spectroscopy" | LINK

"Prediction of flue gas properties using artificial intelligence: Application of supervised machine learning by utilization of Near-Infrared Spectroscopy on solid biofuels" LINK

"Measurement of nitrogen content in rice plant using near infrared spectroscopy combined with different PLS algorithms" LINK

"Chemometric Studies in Near-Infrared Spectroscopy" | LINK

"Quantitative determination of quality control parameters using near infrared spectroscopy and chemometrics in process monitoring of tapioca sweetener ..." LINK

"Determination of soil pH from Vis-NIR spectroscopy by extreme learning machine and variable selection: a case study in lime concretion black soil" LINK

"Rapidly detecting fennel origin of the near-infrared spectroscopy based on extreme learning machine" | LINK

"Application of adaptive Laplacian Eigenmaps in near infrared spectral modeling" LINK

"Sense the Real Change: Proceedings of the 20th International Conference on Near Infrared Spectroscopy" LINK

"Foods : Intelligent Evaluation of Stone Cell Content of Korla Fragrant Pears by Vis/NIR Reflection Spectroscopy" LINK

"Estimation of SO<sub>4</sub><sup>2-</sup> ion in saline soil using VIS-NIR spectroscopy under different human activity stress" LINK

"Near infrared spectroscopy quantification based on Bi-LSTM and transfer learning for new scenarios" LINK

"A powerful tool for near-infrared spectroscopy: Synergy adaptive moving window algorithm based on the immune support vector machine" LINK

"Sensors : Estimation of Soil Organic Carbon Using Vis-NIR Spectral Data and Spectral Feature Bands Selection in Southern Xinjiang, China" LINK

"Determination of soil pH from Vis-NIR spectroscopy by extreme learning machine and variable selection: A case study in lime concretion black soil" LINK




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

"Advancement of Near Infrared techniques in diagnosis and treatment of cancer" LINK

"Polymers : Advanced Dual−Function Hollow Copper−Sulfide−Based Polyimide Composite Window Film Combining Near−Infrared Thermal Shielding and Organic Pollutants’ Photodegradation" LINK




Hyperspectral Imaging (HSI)

"Remote Sensing : The Impacts of Air Quality on Vegetation Health in Dense Urban Environments: A Ground-Based Hyperspectral Imaging Approach" LINK

" A Novel Strategy for Classifying Spectral-spatial Shallow and Deep Hyperspectral Image Features Using 1D-EWT and 3D-CNN" LINK




Spectral Imaging

"Forests : Detection of Eucalyptus Leaf Disease with UAV Multispectral Imagery" LINK




Chemometrics and Machine Learning

"Nondestructive Multivariate Classification of Codling Moth Infested Apples Using Machine Learning and Sensor Fusion" LINK

"Algorithm and hyperparameter optimizations for hetero-device classification by near-infrared spectra of falsified and substandard amoxicillin capsules" | LINK

"Variable Selection and Data Fusion for Diesel Cetane Number Prediction" LINK

"Vis-NIR Spectroscopy and PLS-Da Model for Classification of Arabica and Robusta Roasted Coffee Bean" | LINK

"Chemosensors : Beyond the Black Box—Practical Considerations on the Use of Chemometrics Combined with Sensing Technologies in Food Science Applications" LINK

"Germplasm variability-assisted near infrared reflectance spectroscopy chemometrics to develop multi-trait robust prediction models in rice" LINK

"Remote Sensing : Exploring the Potential of SCOPE Model for Detection of Leaf Area Index and Sun-Induced Fluorescence of Peatland Canopy" LINK

" A method of two-dimensional correlation spectroscopy combined with residual neural network for comparison and differentiation of medicinal plants raw ..." | LINK

"Foods : Detection and Quantitation of Adulterated Paprika Samples Using Second-Order HPLC-FLD Fingerprints and Chemometrics" LINK

"Application of Laser-Induced Breakdown Spectroscopy and Chemometrics for the Quality Evaluation of Foods with Medicinal Properties: A Review " LINK




Equipment for Spectroscopy

"On‐site forensic analysis of colored seized materials: detection of brown heroin and MDMA‐tablets by a portable NIR spectrometer" LINK

"Temperature Dependence of Water Absorption in the Biological Windows and Its Impact on the Performance of Ag2S Luminescent Nanothermometers" LINK

"Electrically tunable two-dimensional heterojunctions for miniaturized near-infrared spectrometers" | LINK

"Quantitative Analysis of Routine Chemical Constituents of Tobacco Based on Thermogravimetric Analysis" | LINK




Future topics in Spectroscopy

"Current Status and Future Trends in Sensor Miniaturization" LINK




Process Control and NIR Sensors

"Optical Sensors in Continuous Glucose Monitoring for the Diagnosis of Diabetes" | LINK




Environment NIR-Spectroscopy Application

"Remote Sensing : Sentinel-2 Poplar Index for Operational Mapping of Poplar Plantations over Large Areas" LINK




Agriculture NIR-Spectroscopy Usage

"Multi-Reflectance-Spectroscopy, Part I: Theory and Calculations Using Simulated Milk Samples" LINK

"Agriculture : Hyperspectral Estimates of Soil Moisture Content Incorporating Harmonic Indicators and Machine Learning" LINK

"Tuning the Internal Compartmentation of SingleChain Nanoparticles as Fluorescent Contrast Agents" LINK

"Sensors : Monitoring and Identification of Agricultural Crops through Multitemporal Analysis of Optical Images and Machine Learning Algorithms" LINK




Horticulture NIR-Spectroscopy Applications

"Estimation of Soluble Solids for Stone Fruit Varieties Based on Near-Infrared Spectra Using Machine Learning Techniques" LINK




Food & Feed Industry NIR Usage

"Foods : Spectroscopic Data for the Rapid Assessment of Microbiological Quality of Chicken Burgers" LINK




Petro Industry NIR Usage

"Influence of new phytoregulators on oilseed flax growth, development, yielding capacity, and product quality" LINK




Medicinal Spectroscopy

"Synthesis, structural characterization and cytotoxic activity in tumor cells of Cu (II) and Co (II) complexes with o‐vanillin aminoacids Schiff bases" LINK




Other

"Effect of annealing time on different properties of the next generation Cu2Ni0. 50Co0. 50SnS4Thin films" | LINK





.

Spectroscopy and Chemometrics/Machine-Learning News Weekly #23, 2022Spektroskopie und Chemometrie/Machine-Learning News Wöchentlich #23, 2022Spettroscopia e Chemiometria/Machine-Learning Weekly News #23, 2022

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 22, 2022 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 22, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 22, 2022 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near-Infrared Spectroscopy (NIRS)

"Sensors : Potential of Near-Infrared Spectroscopy for the Determination of Olive Oil Quality" LINK

"Physiological variable predictions using VIS-NIR spectroscopy for water stress detection on grapevine: Interest in combining climate data using multiblock method" LINK

"SpectraNet-53: A deep residual learning architecture for predicting soluble solids content with VIS-NIR spectroscopy" LINK

"Measurement of water-holding capacity in fermented milk using near-infrared spectroscopy combined with chemometric methods" LINK

"Investigating the water structures in reverse micelles by temperature-dependent near infrared spectroscopy combined with independent component analysis" LINK

"Chemosensors : Digital Detection of Olive Oil Rancidity Levels and Aroma Profiles Using Near-Infrared Spectroscopy, a Low-Cost Electronic Nose and Machine Learning Modelling" LINK

"A new variant position of head-up CPR may be associated with improvement in the measurements of cranial near-infrared spectroscopy suggestive of an increase in ..." LINK

"Design of an Integrated Near-Infrared Spectroscopy Module for Sugar Content Estimation of Apples" | LINK

"Comparison of several strategies for the deployment of a multivariate regression model on several handheld NIR instruments. Application to the Quality Control of ..." LINK

"Cross-Modal Transfer Learning From EEG to Functional Near-Infrared Spectroscopy for Classification Task in Brain-Computer Interface System" | |(08)70223-0 LINK

"Novel Application of NIR Spectroscopy for Non-Destructive Determination of 'Maratina' Wine Parameters" LINK

"Effects of degraded speech processing and binaural unmasking investigated using functional near-infrared spectroscopy (fNIRS)" LINK

"Rapid monitoring of flavonoid content in sweet tea (Lithocarpus litseifolius (Hance) Chun) leaves using NIR spectroscopy" | LINK

"Simultaneous determination of apparent amylose, amylose and amylopectin content and classification of waxy rice using near-infrared spectroscopy (NIRS)" LINK

"Design of an Integrated Near-Infrared Spectroscopy Module for Sugar Content Estimation of Apples" LINK

"Nondestructive Testing of Pear Based on Fourier Near-Infrared Spectroscopy" | LINK

"NIRSCAM: A Mobile Near-Infrared Sensing System for Food Calorie Estimation" LINK

"Potential of Near-Infrared Spectroscopy for the Determination of Olive Oil Quality" | LINK

"A new concept of acousto-optic tunable filter-based near-infrared hyperspectral imager for planetary surface exploration" LINK

"Multivariety and multimanufacturer drug identification based on near-infrared spectroscopy and recurrent neural network" | LINK

"Rapid identification of lamb freshness grades using visible and near-infrared spectroscopy (Vis-NIR)" LINK

"Blended Fabric with Integrated Neural Network based on Attention Mechanism Qualitative Identification Method of Near Infrared Spectroscopy" LINK

"ex type determination in papaya seeds and leaves using near infrared spectroscopy combined with multivariate techniques and machine learnin" LINK

"Enhancing count of Aspergillus colony in wheat based on nanoparticles modified chemo-responsive dyes combined with visible/near-infrared spectroscopy" LINK




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

"Physicochemical Properties and Detection of Glucose Syrup Adulterated Kelulut (Heterotrigona Itama) Honey Using Near‐Infrared Spectroscopy" LINK

"Applied Sciences : Use of Fourier-Transform Infrared Spectroscopy for DNA Identification on Recycled PET Composite Substrate" LINK

"Identification of Five Similar Cinnamomum Wood Species Using Portable Near-Infrared Spectroscopy" LINK

"Rapid identification of the geographic origin of Taiping Houkui green tea using nearinfrared spectroscopy combined with a variable selection method" LINK

"A Fast Method to Sparse Reconstruction for Near-infrared Spectroscopy" LINK

"Thermal-Infrared Spectral Feature Analysis and Spectral Identification of Monzonite Using Feature-Oriented Principal Component Analysis" LINK

"Nondestructive quality assessment of longans using near infrared hyperspectral imaging" LINK




Raman Spectroscopy

"Biomedicines : Lung Cancer: Spectral and Numerical Differentiation among Benign and Malignant Pleural Effusions Based on the Surface-Enhanced Raman Spectroscopy" LINK

"Robust Encapsulation of Biocompatible Gold Nanosphere Assemblies for Bioimaging via Surface Enhanced Raman Scattering" LINK




Hyperspectral Imaging (HSI)

"Detecting aggressive papillary thyroid carcinoma using hyperspectral imaging and radiomic features" LINK

"Quantitative Detection of Myoglobin Content in Tan Mutton During Cold Storage by Near-infrared Hyperspectral Imaging" | LINK

"Rapid and non-destructive detection of natural mildew degree of postharvest Camellia oleifera fruit based on hyperspectral imaging" LINK

"A new quantitative index for the assessment of tomato quality using Vis-NIR hyperspectral imaging" LINK




Chemometrics and Machine Learning

"Authenticity green coffee bean species and geographical origin using near‐infrared spectroscopy combined with chemometrics" LINK

"Advanced process control for salvianolic acid A conversion reaction based on data-driven and mechanism-driven model" LINK

"A comparison of benchtop and micro NIR spectrometers for infant milk formula powder storage time discrimination and particle size prediction using chemometrics and ..." LINK

"Origin identification of foxtail millet (Setaria italica) by using green spectral imaging coupled with chemometrics" LINK

"A two-dimensional sample screening method based on data quality and variable correlation" LINK




Research on Spectroscopy

"Novel regularization method for diffuse optical tomography inverse problem" LINK




Equipment for Spectroscopy

"Advances in costeffective integrated spectrometers" IoT miniature sensors applications LINK




Environment NIR-Spectroscopy Application

"Particle densities of cultivated south greenlandic soils can be explained by a three‐compartment model, pedotransfer functions, and a vis-NIR spectroscopy model" LINK




Agriculture NIR-Spectroscopy Usage

"Polymers : Preparation of a Novel Nanocomposite and Its Antibacterial Effectiveness against Enterococcus faecalis—An In Vitro Evaluation" LINK

"Synthesis of a mixedvalent europium(II, III)borate and its optical and magnetic behavior" LINK

"Performance of analytical techniques (SWIR imaging, XRD, EPMA) for the identification of minerals frequently formed during natural and technological geothermal ..." LINK

"Functional N-cycle genes in soil and N2O emissions in tropical grass-maize intercropping systems" LINK

"Agriculture : Forever Young? Late Shoot Pruning Affects Phenological Development, Physiology, Yield and Wine Quality of Vitis vinifera cv. Malbec" LINK

"Aquaphotomic, E-Nose and Electrolyte Leakage to Monitor Quality Changes during the Storage of Ready-to-Eat Rocket" LINK

"Investigation of physicochemical properties, photoluminescence, laser damage threshold, antimicrobial, NLO activity of L-proline manganese chloride monohydrate ..." | LINK




Horticulture NIR-Spectroscopy Applications

"Consensual Regression of Soluble Solids Content in Peach by Near Infrared Spectrocopy" | LINK




Food & Feed Industry NIR Usage

"Quantitative assessment of wheat quality using nearinfrared spectroscopy: A comprehensive review" LINK

"Calculation of the Mixing Time as a Function of the Dairy Cow Diet Chemical Homogeneity Inside the Mixing Hopper" | LINK

"Discrimination of centre composition in panned chocolate goods using nearinfrared spectroscopy" LINK

"Advanced Spectroscopic Techniques for Food Quality" FoodQuality FoodSecurity FoodSafety Spectroscopy LINK

"CONCISE REVIEWS AND HYPOTHESES IN FOOD SCIENCE" LINK

"Adulteration detection technologies used for halal/kosher food products: an overview" | LINK

"Synthesis and characterization of theJapanese rice-ball'-shaped Molybdenum Blue Na4 [Mo2O2 (OH) 4 (C6H4NO2) 2] 2 [Mo120Ce6O366H12 (OH) 2 (H2O) 76]∼ ..." LINK




Pharma Industry NIR Usage

"Detection of low numbers of bacterial cells in pharmaceutical drug product using Raman Spectroscopy and PLS-DA multivariate analysis" LINK




Laboratory and NIR-Spectroscopy

"Multifunctional superhydrophobic and cool coating surfaces of the blue ceramic nanopigments based on the heulandite zeolite" LINK




Other

"Influence of anisotropy on heterogeneous nucleation of gold nanorod assemblies" LINK

"Phenomic selection: A new and efficient alternative to genomic selection" | LINK





NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 22, 2022 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 22, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 22, 2022 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near-Infrared Spectroscopy (NIRS)

"Sensors : Potential of Near-Infrared Spectroscopy for the Determination of Olive Oil Quality" LINK

"Physiological variable predictions using VIS-NIR spectroscopy for water stress detection on grapevine: Interest in combining climate data using multiblock method" LINK

"SpectraNet-53: A deep residual learning architecture for predicting soluble solids content with VIS-NIR spectroscopy" LINK

"Measurement of water-holding capacity in fermented milk using near-infrared spectroscopy combined with chemometric methods" LINK

"Investigating the water structures in reverse micelles by temperature-dependent near infrared spectroscopy combined with independent component analysis" LINK

"Chemosensors : Digital Detection of Olive Oil Rancidity Levels and Aroma Profiles Using Near-Infrared Spectroscopy, a Low-Cost Electronic Nose and Machine Learning Modelling" LINK

"A new variant position of head-up CPR may be associated with improvement in the measurements of cranial near-infrared spectroscopy suggestive of an increase in ..." LINK

"Design of an Integrated Near-Infrared Spectroscopy Module for Sugar Content Estimation of Apples" | LINK

"Comparison of several strategies for the deployment of a multivariate regression model on several handheld NIR instruments. Application to the Quality Control of ..." LINK

"Cross-Modal Transfer Learning From EEG to Functional Near-Infrared Spectroscopy for Classification Task in Brain-Computer Interface System" | |(08)70223-0 LINK

"Novel Application of NIR Spectroscopy for Non-Destructive Determination of 'Maratina' Wine Parameters" LINK

"Effects of degraded speech processing and binaural unmasking investigated using functional near-infrared spectroscopy (fNIRS)" LINK

"Rapid monitoring of flavonoid content in sweet tea (Lithocarpus litseifolius (Hance) Chun) leaves using NIR spectroscopy" | LINK

"Simultaneous determination of apparent amylose, amylose and amylopectin content and classification of waxy rice using near-infrared spectroscopy (NIRS)" LINK

"Design of an Integrated Near-Infrared Spectroscopy Module for Sugar Content Estimation of Apples" LINK

"Nondestructive Testing of Pear Based on Fourier Near-Infrared Spectroscopy" | LINK

"NIRSCAM: A Mobile Near-Infrared Sensing System for Food Calorie Estimation" LINK

"Potential of Near-Infrared Spectroscopy for the Determination of Olive Oil Quality" | LINK

"A new concept of acousto-optic tunable filter-based near-infrared hyperspectral imager for planetary surface exploration" LINK

"Multivariety and multimanufacturer drug identification based on near-infrared spectroscopy and recurrent neural network" | LINK

"Rapid identification of lamb freshness grades using visible and near-infrared spectroscopy (Vis-NIR)" LINK

"Blended Fabric with Integrated Neural Network based on Attention Mechanism Qualitative Identification Method of Near Infrared Spectroscopy" LINK

"ex type determination in papaya seeds and leaves using near infrared spectroscopy combined with multivariate techniques and machine learnin" LINK

"Enhancing count of Aspergillus colony in wheat based on nanoparticles modified chemo-responsive dyes combined with visible/near-infrared spectroscopy" LINK




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

"Physicochemical Properties and Detection of Glucose Syrup Adulterated Kelulut (Heterotrigona Itama) Honey Using Near‐Infrared Spectroscopy" LINK

"Applied Sciences : Use of Fourier-Transform Infrared Spectroscopy for DNA Identification on Recycled PET Composite Substrate" LINK

"Identification of Five Similar Cinnamomum Wood Species Using Portable Near-Infrared Spectroscopy" LINK

"Rapid identification of the geographic origin of Taiping Houkui green tea using nearinfrared spectroscopy combined with a variable selection method" LINK

"A Fast Method to Sparse Reconstruction for Near-infrared Spectroscopy" LINK

"Thermal-Infrared Spectral Feature Analysis and Spectral Identification of Monzonite Using Feature-Oriented Principal Component Analysis" LINK

"Nondestructive quality assessment of longans using near infrared hyperspectral imaging" LINK




Raman Spectroscopy

"Biomedicines : Lung Cancer: Spectral and Numerical Differentiation among Benign and Malignant Pleural Effusions Based on the Surface-Enhanced Raman Spectroscopy" LINK

"Robust Encapsulation of Biocompatible Gold Nanosphere Assemblies for Bioimaging via Surface Enhanced Raman Scattering" LINK




Hyperspectral Imaging (HSI)

"Detecting aggressive papillary thyroid carcinoma using hyperspectral imaging and radiomic features" LINK

"Quantitative Detection of Myoglobin Content in Tan Mutton During Cold Storage by Near-infrared Hyperspectral Imaging" | LINK

"Rapid and non-destructive detection of natural mildew degree of postharvest Camellia oleifera fruit based on hyperspectral imaging" LINK

"A new quantitative index for the assessment of tomato quality using Vis-NIR hyperspectral imaging" LINK




Chemometrics and Machine Learning

"Authenticity green coffee bean species and geographical origin using near‐infrared spectroscopy combined with chemometrics" LINK

"Advanced process control for salvianolic acid A conversion reaction based on data-driven and mechanism-driven model" LINK

"A comparison of benchtop and micro NIR spectrometers for infant milk formula powder storage time discrimination and particle size prediction using chemometrics and ..." LINK

"Origin identification of foxtail millet (Setaria italica) by using green spectral imaging coupled with chemometrics" LINK

"A two-dimensional sample screening method based on data quality and variable correlation" LINK




Research on Spectroscopy

"Novel regularization method for diffuse optical tomography inverse problem" LINK




Equipment for Spectroscopy

"Advances in costeffective integrated spectrometers" IoT miniature sensors applications LINK




Environment NIR-Spectroscopy Application

"Particle densities of cultivated south greenlandic soils can be explained by a three‐compartment model, pedotransfer functions, and a vis-NIR spectroscopy model" LINK




Agriculture NIR-Spectroscopy Usage

"Polymers : Preparation of a Novel Nanocomposite and Its Antibacterial Effectiveness against Enterococcus faecalis—An In Vitro Evaluation" LINK

"Synthesis of a mixedvalent europium(II, III)borate and its optical and magnetic behavior" LINK

"Performance of analytical techniques (SWIR imaging, XRD, EPMA) for the identification of minerals frequently formed during natural and technological geothermal ..." LINK

"Functional N-cycle genes in soil and N2O emissions in tropical grass-maize intercropping systems" LINK

"Agriculture : Forever Young? Late Shoot Pruning Affects Phenological Development, Physiology, Yield and Wine Quality of Vitis vinifera cv. Malbec" LINK

"Aquaphotomic, E-Nose and Electrolyte Leakage to Monitor Quality Changes during the Storage of Ready-to-Eat Rocket" LINK

"Investigation of physicochemical properties, photoluminescence, laser damage threshold, antimicrobial, NLO activity of L-proline manganese chloride monohydrate ..." | LINK




Horticulture NIR-Spectroscopy Applications

"Consensual Regression of Soluble Solids Content in Peach by Near Infrared Spectrocopy" | LINK




Food & Feed Industry NIR Usage

"Quantitative assessment of wheat quality using nearinfrared spectroscopy: A comprehensive review" LINK

"Calculation of the Mixing Time as a Function of the Dairy Cow Diet Chemical Homogeneity Inside the Mixing Hopper" | LINK

"Discrimination of centre composition in panned chocolate goods using nearinfrared spectroscopy" LINK

"Advanced Spectroscopic Techniques for Food Quality" FoodQuality FoodSecurity FoodSafety Spectroscopy LINK

"CONCISE REVIEWS AND HYPOTHESES IN FOOD SCIENCE" LINK

"Adulteration detection technologies used for halal/kosher food products: an overview" | LINK

"Synthesis and characterization of theJapanese rice-ball'-shaped Molybdenum Blue Na4 [Mo2O2 (OH) 4 (C6H4NO2) 2] 2 [Mo120Ce6O366H12 (OH) 2 (H2O) 76]∼ ..." LINK




Pharma Industry NIR Usage

"Detection of low numbers of bacterial cells in pharmaceutical drug product using Raman Spectroscopy and PLS-DA multivariate analysis" LINK




Laboratory and NIR-Spectroscopy

"Multifunctional superhydrophobic and cool coating surfaces of the blue ceramic nanopigments based on the heulandite zeolite" LINK




Other

"Influence of anisotropy on heterogeneous nucleation of gold nanorod assemblies" LINK

"Phenomic selection: A new and efficient alternative to genomic selection" | LINK





NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 22, 2022 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 22, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 22, 2022 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near-Infrared Spectroscopy (NIRS)

"Sensors : Potential of Near-Infrared Spectroscopy for the Determination of Olive Oil Quality" LINK

"Physiological variable predictions using VIS-NIR spectroscopy for water stress detection on grapevine: Interest in combining climate data using multiblock method" LINK

"SpectraNet-53: A deep residual learning architecture for predicting soluble solids content with VIS-NIR spectroscopy" LINK

"Measurement of water-holding capacity in fermented milk using near-infrared spectroscopy combined with chemometric methods" LINK

"Investigating the water structures in reverse micelles by temperature-dependent near infrared spectroscopy combined with independent component analysis" LINK

"Chemosensors : Digital Detection of Olive Oil Rancidity Levels and Aroma Profiles Using Near-Infrared Spectroscopy, a Low-Cost Electronic Nose and Machine Learning Modelling" LINK

"A new variant position of head-up CPR may be associated with improvement in the measurements of cranial near-infrared spectroscopy suggestive of an increase in ..." LINK

"Design of an Integrated Near-Infrared Spectroscopy Module for Sugar Content Estimation of Apples" | LINK

"Comparison of several strategies for the deployment of a multivariate regression model on several handheld NIR instruments. Application to the Quality Control of ..." LINK

"Cross-Modal Transfer Learning From EEG to Functional Near-Infrared Spectroscopy for Classification Task in Brain-Computer Interface System" | |(08)70223-0 LINK

"Novel Application of NIR Spectroscopy for Non-Destructive Determination of 'Maratina' Wine Parameters" LINK

"Effects of degraded speech processing and binaural unmasking investigated using functional near-infrared spectroscopy (fNIRS)" LINK

"Rapid monitoring of flavonoid content in sweet tea (Lithocarpus litseifolius (Hance) Chun) leaves using NIR spectroscopy" | LINK

"Simultaneous determination of apparent amylose, amylose and amylopectin content and classification of waxy rice using near-infrared spectroscopy (NIRS)" LINK

"Design of an Integrated Near-Infrared Spectroscopy Module for Sugar Content Estimation of Apples" LINK

"Nondestructive Testing of Pear Based on Fourier Near-Infrared Spectroscopy" | LINK

"NIRSCAM: A Mobile Near-Infrared Sensing System for Food Calorie Estimation" LINK

"Potential of Near-Infrared Spectroscopy for the Determination of Olive Oil Quality" | LINK

"A new concept of acousto-optic tunable filter-based near-infrared hyperspectral imager for planetary surface exploration" LINK

"Multivariety and multimanufacturer drug identification based on near-infrared spectroscopy and recurrent neural network" | LINK

"Rapid identification of lamb freshness grades using visible and near-infrared spectroscopy (Vis-NIR)" LINK

"Blended Fabric with Integrated Neural Network based on Attention Mechanism Qualitative Identification Method of Near Infrared Spectroscopy" LINK

"ex type determination in papaya seeds and leaves using near infrared spectroscopy combined with multivariate techniques and machine learnin" LINK

"Enhancing count of Aspergillus colony in wheat based on nanoparticles modified chemo-responsive dyes combined with visible/near-infrared spectroscopy" LINK




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

"Physicochemical Properties and Detection of Glucose Syrup Adulterated Kelulut (Heterotrigona Itama) Honey Using Near‐Infrared Spectroscopy" LINK

"Applied Sciences : Use of Fourier-Transform Infrared Spectroscopy for DNA Identification on Recycled PET Composite Substrate" LINK

"Identification of Five Similar Cinnamomum Wood Species Using Portable Near-Infrared Spectroscopy" LINK

"Rapid identification of the geographic origin of Taiping Houkui green tea using nearinfrared spectroscopy combined with a variable selection method" LINK

"A Fast Method to Sparse Reconstruction for Near-infrared Spectroscopy" LINK

"Thermal-Infrared Spectral Feature Analysis and Spectral Identification of Monzonite Using Feature-Oriented Principal Component Analysis" LINK

"Nondestructive quality assessment of longans using near infrared hyperspectral imaging" LINK




Raman Spectroscopy

"Biomedicines : Lung Cancer: Spectral and Numerical Differentiation among Benign and Malignant Pleural Effusions Based on the Surface-Enhanced Raman Spectroscopy" LINK

"Robust Encapsulation of Biocompatible Gold Nanosphere Assemblies for Bioimaging via Surface Enhanced Raman Scattering" LINK




Hyperspectral Imaging (HSI)

"Detecting aggressive papillary thyroid carcinoma using hyperspectral imaging and radiomic features" LINK

"Quantitative Detection of Myoglobin Content in Tan Mutton During Cold Storage by Near-infrared Hyperspectral Imaging" | LINK

"Rapid and non-destructive detection of natural mildew degree of postharvest Camellia oleifera fruit based on hyperspectral imaging" LINK

"A new quantitative index for the assessment of tomato quality using Vis-NIR hyperspectral imaging" LINK




Chemometrics and Machine Learning

"Authenticity green coffee bean species and geographical origin using near‐infrared spectroscopy combined with chemometrics" LINK

"Advanced process control for salvianolic acid A conversion reaction based on data-driven and mechanism-driven model" LINK

"A comparison of benchtop and micro NIR spectrometers for infant milk formula powder storage time discrimination and particle size prediction using chemometrics and ..." LINK

"Origin identification of foxtail millet (Setaria italica) by using green spectral imaging coupled with chemometrics" LINK

"A two-dimensional sample screening method based on data quality and variable correlation" LINK




Research on Spectroscopy

"Novel regularization method for diffuse optical tomography inverse problem" LINK




Equipment for Spectroscopy

"Advances in costeffective integrated spectrometers" IoT miniature sensors applications LINK




Environment NIR-Spectroscopy Application

"Particle densities of cultivated south greenlandic soils can be explained by a three‐compartment model, pedotransfer functions, and a vis-NIR spectroscopy model" LINK




Agriculture NIR-Spectroscopy Usage

"Polymers : Preparation of a Novel Nanocomposite and Its Antibacterial Effectiveness against Enterococcus faecalis—An In Vitro Evaluation" LINK

"Synthesis of a mixedvalent europium(II, III)borate and its optical and magnetic behavior" LINK

"Performance of analytical techniques (SWIR imaging, XRD, EPMA) for the identification of minerals frequently formed during natural and technological geothermal ..." LINK

"Functional N-cycle genes in soil and N2O emissions in tropical grass-maize intercropping systems" LINK

"Agriculture : Forever Young? Late Shoot Pruning Affects Phenological Development, Physiology, Yield and Wine Quality of Vitis vinifera cv. Malbec" LINK

"Aquaphotomic, E-Nose and Electrolyte Leakage to Monitor Quality Changes during the Storage of Ready-to-Eat Rocket" LINK

"Investigation of physicochemical properties, photoluminescence, laser damage threshold, antimicrobial, NLO activity of L-proline manganese chloride monohydrate ..." | LINK




Horticulture NIR-Spectroscopy Applications

"Consensual Regression of Soluble Solids Content in Peach by Near Infrared Spectrocopy" | LINK




Food & Feed Industry NIR Usage

"Quantitative assessment of wheat quality using nearinfrared spectroscopy: A comprehensive review" LINK

"Calculation of the Mixing Time as a Function of the Dairy Cow Diet Chemical Homogeneity Inside the Mixing Hopper" | LINK

"Discrimination of centre composition in panned chocolate goods using nearinfrared spectroscopy" LINK

"Advanced Spectroscopic Techniques for Food Quality" FoodQuality FoodSecurity FoodSafety Spectroscopy LINK

"CONCISE REVIEWS AND HYPOTHESES IN FOOD SCIENCE" LINK

"Adulteration detection technologies used for halal/kosher food products: an overview" | LINK

"Synthesis and characterization of theJapanese rice-ball'-shaped Molybdenum Blue Na4 [Mo2O2 (OH) 4 (C6H4NO2) 2] 2 [Mo120Ce6O366H12 (OH) 2 (H2O) 76]∼ ..." LINK




Pharma Industry NIR Usage

"Detection of low numbers of bacterial cells in pharmaceutical drug product using Raman Spectroscopy and PLS-DA multivariate analysis" LINK




Laboratory and NIR-Spectroscopy

"Multifunctional superhydrophobic and cool coating surfaces of the blue ceramic nanopigments based on the heulandite zeolite" LINK




Other

"Influence of anisotropy on heterogeneous nucleation of gold nanorod assemblies" LINK

"Phenomic selection: A new and efficient alternative to genomic selection" | LINK





How to start building a NIR Calibration (a NIR prediction model)?Wie beginnt man mit der Erstellung einer NIR-Kalibrierung (ein NIR-Vorhersagemodell)?Come iniziare a costruire una Calibrazione NIR (un modello di previsione NIR)?

With at least 60-100 different NIR measured samples with different Lab values
we can develop a quantitative NIR Calibration for you!

You don't need to operate with expensive Chemometric Software.
Don't worry, prices are inexpensive for that and all software you need is included.
Price comparison

The free NIR-Predictor software allows to combine your measured NIR-Spectra with the Lab values of the samples. And checks your data and creates a Calibration Request file for you. NIR-Predictor Info

With that you can order your individual customized calibration, by sending the Calibration Request file to info@CalibrationModel.com.

After processing you will get an Email with a link to access your customize calibrations in our WebShop where you can purchase and download the calibration file immediately
for use in the included free NIR-Predictor software to get results predicted out of spectra files. NIR-Predictor software

For your Calibration start-up cycle we provide low-price short living calibrations, that work for e.g. 3 or 6 months. Pricing

During that Calibration usage time you have measured more samples and collected more NIR and Lab data to build a bigger and better calibration.
E.g. you got samples that extend the range of the constituents.
Or you have collected the Lab values of additional constituents.

Yes out of an measured NIR-Spectrum you can get multiple constituents predicted at the same time (a quantitative calibration per constituent is needed).

And NIR-Predictor does handle this with ease and creates NIR Prediction Reports (printable, archive-able) of all the calibrations you have in folder named with e.g. "MyFruitApplication".

And having multiple such applications, in NIR-Predictor you can easily switch between the applications for analyzing new NIR spectra files.

The NIR spectra files are found from the stored or exported folder from your NIR-Spectrometer software. supported File Formats



NIR Calibration Service explained


Start Calibrate

Mit mindestens 60-100 verschiedenen NIR-Messproben mit unterschiedlichen Laborwerten
können wir für Sie eine quantitative NIR-Kalibrierung entwickeln!

Sie müssen nicht mit teurer chemometrischer Software arbeiten.
Machen Sie sich keine Sorgen, die Preise dafür sind günstig und alle Software, die Sie benötigen, ist im Preis inbegriffen. Preisvergleich

Die kostenlose NIR-Predictor Software erlaubt es, Ihre gemessenen NIR-Spektren mit den Lab-Werten der Proben zu kombinieren.
Und überprüft Ihre Daten und erstellt eine Kalibrationsanforderungsdatei für Sie. NIR-Prädiktor Info

Damit können Sie Ihre individuell angepasste Kalibrierung bestellen, indem Sie die Kalibrierungsanforderungsdatei an info@CalibrationModel.com senden.

Nach der Bearbeitung erhalten Sie eine E-Mail mit einem Link für den Zugriff auf Ihre kundenspezifischen Kalibrierungen in unserem WebShop.
wo Sie die Kalibrierungsdatei sofort kaufen und herunterladen können
zur Verwendung in der mitgelieferten kostenlosen NIR-Predictor-Software, um Ergebnisse aus Spektrendateien vorherzusagen. NIR-Predictor Sofware

Für Ihren Kalibrierungs-Start-up-Zyklus bieten wir preisgünstige kurzlebige Kalibrierungen an, die z.B. 3 oder 6 Monate lang funktionieren. Preisgestaltung

Während dieser Nutzungszeit der Kalibrierung haben Sie mehr Proben gemessen und mehr NIR- und Labordaten gesammelt, um eine größere und bessere Kalibrierung zu erstellen. Sie haben z.B. Proben erhalten, die den Bereich der Bestandteile erweitern. Oder Sie haben die Lab-Werte von zusätzlichen Bestandteilen gesammelt.

Ja, aus einem gemessenen NIR-Spektrum können mehrere Bestandteile gleichzeitig vorhergesagt werden (eine quantitative Kalibrierung pro Bestandteil ist erforderlich).

Und NIR-Predictor erledigt dies mit Leichtigkeit und erstellt NIR-Vorhersageberichte (druckbar, archivierbar) von allen Kalibrationen, die Sie in einem Ordner mit dem Namen "MyFruitApplication" haben.

Und wenn Sie mehrere solcher Anwendungen haben, können Sie in NIR-Predictor einfach zwischen den Anwendungen zur Analyse neuer NIR-Spektrendateien wechseln.

Die NIR-Spektrendateien finden Sie aus dem gespeicherten oder exportierten Ordner Ihrer NIR-Spektrometer-Software. unterstützte Dateiformate



NIR Calibration Service erklärt


Start Calibrate

Con almeno 60-100 diversi campioni misurati NIR con diversi valori Lab
possiamo sviluppare una calibrazione NIR quantitativa per voi!

Non è necessario operare con costosi software chemometrici.
Non preoccupatevi, i prezzi sono economici per questo e tutto il software di cui avete bisogno è incluso. Confronto dei prezzi

Il software gratuito NIR-Predictor permette di combinare il NIR-Spectra misurato con i valori di laboratorio dei campioni.
E controlla i vostri dati e crea un file di richiesta di calibrazione per voi. NIR-Predictor Info

Con questo potete ordinare la vostra calibrazione individuale personalizzata, inviando il file di richiesta di calibrazione a info@CalibrationModel.com.

Dopo l'elaborazione riceverete una e-mail con un link per accedere alle vostre calibrazioni personalizzate nel nostro WebShop.
dove è possibile acquistare e scaricare immediatamente il file di calibrazione
per l'uso nel software gratuito NIR-Predictor incluso per ottenere i risultati previsti dai file di spettri. NIR-Predictor Sofware

Per il vostro ciclo di avvio della Calibrazione forniamo calibrazioni a basso prezzo a vita breve, che funzionano per esempio per 3 o 6 mesi. Prezzi

Durante questo tempo di utilizzo della Calibrazione avete misurato più campioni e raccolto più dati NIR e dati di laboratorio per costruire una calibrazione più grande e migliore. Ad es. avete ottenuto campioni che estendono la gamma dei costituenti. Oppure avete raccolto i valori Lab di ulteriori costituenti.

Sì, da uno spettro NIR misurato si possono prevedere più costituenti contemporaneamente (è necessaria una calibrazione quantitativa per costituente).

E NIR-Predictor gestisce tutto questo con facilità e crea rapporti di previsione NIR (stampabili, archiviabili) di tutte le calibrazioni che si hanno in una cartella con il nome, ad esempio, di "MyFruitApplication".

E avendo più applicazioni di questo tipo, in NIR-Predictor è possibile passare facilmente da un'applicazione all'altra per l'analisi di nuovi file di spettri NIR.

I file di spettri NIR si trovano nella cartella memorizzata o esportata dal software NIR-Spectrometer. Formati di file supportati



NIR Calibration Service explained


Start Calibrate

NIR-Predictor DownloadNIR-Predictor DownloadNIR-Predictor Download

The free NIR-Predictor software
  • comes with demo data, so you can predict sample spectra with demo calibrations.
  • has no functional limitations, no nagging, no ads and needs no license-key.
  • you need no account and no registration to download and use.
  • runs on Microsoft Windows 10/8/7 (Starter, Basic, Professional) (32 bit / 64 bit).
  • no data is ever transmitted from your local machine. We don't even collect usage data.
See more Videos



Beside the free NIR-Predictor software with Windows user interface,
the real-time Predictor Engine is also available
  • for embedded integration in application, cloud and instrument-software (ICT).
  • As a light-weigt single library file (DLL)
    with application programming interface (API),
    documentation and software development kit (SDK)
    including sample source code (C#).
  • Easy integration and deployment,
    no software license protection (no serial key, no dongle).
  • Put your spectrum as an array into the multivariate predictor,
    no specific file format needed.
  • Fast prediction speed and low latency
    because of compiled code library (direct call, no cloud API).
  • Protected prediction results with outlier detection information.
See NIR Method Development Service for Labs and NIR-Vendors (OEM, White-Label)



Software Size Date Comment
NIR-Predictor V2.6.0.2 (download)

What's new, see Release Notes

By downloading and/or using the software
you accept the Software License Agreement (EULA)
3.7 MB 18.08.2021 public release

Minimal System Requirements
Windows 7 Starter 32Bit, 1.6 GHz, 2 GB RAM, non-Administrator account

Installation
There are no administrator rights required, unpack the zip file to a folder "NIR-Predictor" in your documents or on your desktop.
Read the ReadMe.txt and double click the NIR-Predictor.exe file.

Upgrade
If you have installed an older version of NIR-Predictor then unpack into a different folder named e.g. "NIR-PredictorVx.y". All versions can run side-by-side. Copy the Calibrations in use to the new version into the "Calibration" folder. That's all.

Uninstall
Make sure to backup your reports and calibrations inside your "NIR-Predictor" folder. Delete the "NIR-Predictor" folder.


Start Calibrate

See also:
The free NIR-Predictor software
  • comes with demo data, so you can predict sample spectra with demo calibrations.
  • has no functional limitations, no nagging, no ads and needs no license-key.
  • you need no account and no registration to download and use.
  • runs on Microsoft Windows 10/8/7 (Starter, Basic, Professional) (32 bit / 64 bit).
  • no data is ever transmitted from your local machine. We don't even collect usage data.
See more Videos



Neben der kostenlosen NIR-Predictor-Software mit Windows-Benutzeroberfläche
ist die Echtzeit-Predictor-Engine auch verfügbar
  • für die eingebettete Integration in Applikations-, Cloud- und Geräte-Software (ICT).
  • Als leichtgewichtige Einzelbibliotheksdatei (DLL)
    mit Anwendungsprogrammier-Schnittstelle (API),
    Dokumentation und Software Development Kit (SDK)
    inklusive Beispiel-Quellcode (C#).
  • Einfache Integration und Bereitstellung,
    kein Software-Lizenzschutz (kein Serienschlüssel, kein Dongle).
  • Geben Sie Ihr Spektrum als Array in den multivariaten Prädiktor ein,
    es ist kein spezielles Dateiformat erforderlich.
  • Schnelle Vorhersagegeschwindigkeit und niedrige Latenz
    aufgrund der kompilierten Code-Bibliothek (direkter Aufruf, keine Cloud-API).
  • Geschützte Vorhersageergebnisse mit Informationen zur Ausreißererkennung.
Siehe NIR-Methodenentwicklungsservice für Labore und NIR-Anbieter (OEM, White-Label)



Software Size Date Comment
NIR-Predictor V2.6.0.2 (download)

What's new, see Release Notes

By downloading and/or using the software
you accept the Software License Agreement (EULA)
3.7 MB 18.08.2021 public release

Minimal System Requirements
Windows 7 Starter 32Bit, 1.6 GHz, 2 GB RAM, non-Administrator account

Installation
There are no administrator rights required, unpack the zip file to a folder "NIR-Predictor" in your documents or on your desktop.
Read the ReadMe.txt and double click the NIR-Predictor.exe file.

Upgrade
If you have installed an older version of NIR-Predictor then unpack into a different folder named e.g. "NIR-PredictorVx.y". All versions can run side-by-side. Copy the Calibrations in use to the new version into the "Calibration" folder. That's all.

Uninstall
Make sure to backup your reports and calibrations inside your "NIR-Predictor" folder. Delete the "NIR-Predictor" folder.


Start Calibrate

See also:
The free NIR-Predictor software
  • comes with demo data, so you can predict sample spectra with demo calibrations.
  • has no functional limitations, no nagging, no ads and needs no license-key.
  • you need no account and no registration to download and use.
  • runs on Microsoft Windows 10/8/7 (Starter, Basic, Professional) (32 bit / 64 bit).
  • no data is ever transmitted from your local machine. We don't even collect usage data.
See more Videos



Oltre al software gratuito NIR-Predictor con interfaccia utente Windows,
il Predictor Engine in tempo reale è disponibile anche
  • per l'integrazione embedded in applicazioni, cloud e strumenti-software (ICT).
  • Come un singolo file di libreria leggera (DLL)
    con interfaccia di programmazione dell'applicazione (API),
    documentazione e kit di sviluppo del software (SDK)
    incluso il codice sorgente di esempio (C#).
  • Facile integrazione e distribuzione,
    nessuna protezione della licenza software (nessuna chiave seriale, nessun dongle).
  • Inserisci il tuo spettro come array nel predittore multivariato,
    non è necessario alcun formato di file specifico.
  • Velocità di predizione veloce e bassa latenza
    grazie alla libreria di codice compilata (chiamata diretta, nessuna API cloud).
  • Risultati di predizione protetti con informazioni di rilevamento degli outlier.
Vedi Servizio di sviluppo del metodo NIR per laboratori e fornitori NIR (OEM, White-Label)



Software Size Date Comment
NIR-Predictor V2.6.0.2 (download)

What's new, see Release Notes

By downloading and/or using the software
you accept the Software License Agreement (EULA)
3.7 MB 18.08.2021 public release

Minimal System Requirements
Windows 7 Starter 32Bit, 1.6 GHz, 2 GB RAM, non-Administrator account

Installation
There are no administrator rights required, unpack the zip file to a folder "NIR-Predictor" in your documents or on your desktop.
Read the ReadMe.txt and double click the NIR-Predictor.exe file.

Upgrade
If you have installed an older version of NIR-Predictor then unpack into a different folder named e.g. "NIR-PredictorVx.y". All versions can run side-by-side. Copy the Calibrations in use to the new version into the "Calibration" folder. That's all.

Uninstall
Make sure to backup your reports and calibrations inside your "NIR-Predictor" folder. Delete the "NIR-Predictor" folder.


Start Calibrate

See also: