Spectroscopy and Chemometrics/Machine-Learning News Weekly #19, 2023

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NIR Calibration-Model Services

CalibrationModel is a service that provides the development of customized calibrations from NIR and laboratory data. It allows the use of NIR with your own customized models without the need for chemometric software! LINK

CalibrationModel simplifies the process of training machinelearning models for NIRS data while also providing the opportunity to try out different algorithms and applied knowledge from near-infrared spectroscopy (NIRS) . LINK

With the free NIR-Predictor software, you can use your NIRS calibration files locally and offline. This means you can predict as many NIR data as you want, at full speed without waiting and at no extra cost. LINK

Spectroscopy and Chemometrics News Weekly 18, 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 18, 2023 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 18, 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)

“Quantitative and qualitative prediction of sulfur content in diesel by near infrared spectroscopy” LINK

“Near-infrared spectroscopy for early selection of waxy cassava clones via seed analysis” | LINK

“Near infrared spectroscopy discriminates glutinous and non-glutinous sorghum using an approach based on typical samples and direct calibration” LINK

“Classification for GM and Non-GM Maize Kernels Based on NIR Spectra and Deep Learning” | LINK

“Data fusion strategy for rapid prediction of moisture content during drying of black tea based on micro-NIR spectroscopy and machine vision” LINK

“Rapid Classification of Coffee Origin Using Near-Infrared (Nir) Spectroscopy and (Non) Linear Machine Learning” LINK

“A feasibility study on nondestructive classification of frozen Atlantic salmon (Salmo salar) fillets based on temperature history at the logistics using NIR spectroscopy” LINK

“Potential of Near-Infrared Spectroscopy for the Determination of OliveOil quality ” LINK

“Variasi Kualitas Dedak Padi dalam Ransum Sapi Perah dan Pendeteksian Pemalsuan Menggunakan Near Infrared Reflectance Spectroscopy (NIRS).” LINK

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

“Prediction models of the nutritional quality of fresh and dry Brachiaria brizantha cv. Piatã grass by near infrared spectroscopy” LINK

“Changes in transcranial near-infrared spectroscopy (NIRS) values reflect changes in cardiac index during cardiac surgery.” LINK

“Geographical Origin Identification and Adulteration Quantification of Ziziphi Spinosae Semen by Using Near Infrared Spectroscopy with Gwo-Svm” LINK

“Development of a CH2-dependent analytical method using Near-Infrared spectroscopy via the integration of two algorithms: Non-dominated Sorting Genetic-II and competitive adaptive reweighted sampling (NSGAII-CARS)” LINK

Raman Spectroscopy

“Biosensors : High-Precision Detection of Cellular Drug Response Based on SERS Spectrum and Multivariate Statistical Analysis” | LINK

Hyperspectral Imaging (HSI)

“Sensors : Single Seed Near-Infrared Hyperspectral Imaging for Classification of Perennial Ryegrass Seed” | LINK

Chemometrics and Machine Learning

“Understanding the compositional changes of organic matter in torrefied olive mill pomace compost using infrared spectroscopy and chemometrics” LINK

” Using a global diversity panel of Cannabis sativa L. to develop a near InfraRed-based chemometric application for cannabinoid quantification” | LINK

“Development of ANN Models for Prediction of Physical and Chemical Characteristics of Oil-in-Aqueous Plant Extract Emulsions Using Near-Infrared Spectroscopy” LINK

“Study of the suitable climate factors and geographical origins traceability of Panax notoginseng based on correlation analysis and spectral images combined with machine learning” | LINK

“Remote Sensing : PSSA: PCA-Domain Superpixelwise Singular Spectral Analysis for Unsupervised Hyperspectral Image Classification” | LINK

“Predicting leaf traits across functional groups using reflectance spectroscopy” LINK

Optics for Spectroscopy

“Analytical Methods for the Identification and Quantitative Determination of Wool and Fine Animal Fibers: A Review” LINK

“Polymeric Photonic Crystal Fibers for Textile Tracing and Sorting” LINK

Facts

“Sensors : UAV Multisensory Data Fusion and Multi-Task Deep Learning for High-Throughput Maize Phenotyping” LINK

Environment NIR-Spectroscopy Application

“Salinity and high pH reduce denitrification rates by inhibiting denitrifying gene abundance in a saline-alkali soil” | LINK

“Remote Sensing : Multi-Angle Detection of Spatial Differences in Tea Physiological Parameters” | LINK

Agriculture NIR-Spectroscopy Usage

“Large-scale screening of diverse barely lignocelluloses for simultaneously upgrading biomass enzymatic saccharification and plant lodging resistance coupled with …” | LINK

“Agriculture : Identification of Constructive Species and Degraded Plant Species in the Temperate Typical Grassland of Inner Mongolia Based on Hyperspectral Data” | LINK

Food & Feed Industry NIR Usage

” Rapid Nondestructive Testing Technology-Based Biosensors for FoodAnalysis” LINK

“Sensors : Spatiotemporal Winter Wheat Water Status Assessment Improvement Using a Water Deficit Index Derived from an Unmanned Aerial System in the North China Plain” | LINK

“Foods : Food Intake of Macro and Trace Elements from Different Fresh Vegetables Taken from Timisoara Market, Romania—Chemometric Analysis of the Results” | LINK

Medicinal Spectroscopy

“Antibiotics : Induction of Endogenous Antimicrobial Peptides to Prevent or Treat Oral Infection and Inflammation” | LINK

Other

“Non-Destructive Study of Egyptian Emeralds Preserved in the Collection of the Museum of the Ecole des Mines” | LINK

Spectroscopy and Chemometrics, Machine-Learning News Weekly #32, 2022Spektroskopie und Chemometrie/Machine-Learning News Wöchentlich #32, 2022Spettroscopia e Chemiometria-Machine-Learning Weekly News #32, 2022

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 31, 2022 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK




Near-Infrared Spectroscopy (NIRS)

"NIRS Prediction of SOM, TN and TP in a Meadow in the Sanjiang Plain, China" LINK

ICYMI: This non-invasive glucose monitor, designed by Egyptian students, uses near-infrared spectroscopy to measure blood sugar levels LINK

"Feasibility of near infrared spectroscopy for estimating suppressiveness of carnation (Dianthus cariophyllus L.) fusarium wilt in different plant growth media" LINK

"The assessment of reflectance ratios for determination of water content in leaves using shorter end of near-infrared spectroscopy" LINK

"Rapid identification of the storage duration and species of sliced boletes using near-infrared spectroscopy" | LINK

"Sensor Fusion and Interpretation of Chemical Information in the Performance Profiles of Miniaturized NIR Sensors in Food Analytical Framework" LINK

"A rapid and effective method for species identification of edible boletes: FT-NIR spectroscopy combined with ResNet" LINK

"Foods : Chemometric Differentiation of Sole and Plaice Fish Fillets Using Three Near-Infrared Instruments" LINK

"Screening method for the rapid detection of diethylene glycol in beer based on chemometrics and portable near-infrared spectroscopy" LINK

"Feasibility study on early identification of freshness decay of fresh-cut kiwifruit during cold chain storage by Fourier transform-near infrared spectroscopy combined with chemometrics" LINK

"Study on robust model construction method of multi-batch fruit online sorting by near-infrared spectroscopy" LINK

"Feasibility study on early identification of freshness decay of freshcut kiwifruit during cold chain storage by Fourier transformnear infrared spectroscopy combined with chemometrics" LINK

"A novel handheld FT-NIR spectroscopic approach for real-time screening of major cannabinoids content in hemp" LINK

"Rapid detection of talc content in flour based on near-infrared spectroscopy combined with feature wavelength selection" LINK

"Inversion of soil properties in rare earth mining areas (southern Jiangxi, China) based on visible-near-infrared spectroscopy" | LINK

"A feasibility study on nondestructive classification of frozen Atlantic salmon (Salmo salar) fillets based on temperature history at the logistics using NIR spectroscopy" | LINK

"A feasibility study on nondestructive classification of frozen Atlantic salmon (Salmo salar) fillets based on temperature history at the logistics using NIR spectroscopy" LINK

"A NIRS Based Device for Identification of Acute Ischemic Stroke by Using a Novel Organic Dye in the Human Blood Serum" LINK

"Normal spontan vaginal doğum ile doğan term bebeklerde geç göbek klemplenmesinin böbrek fonksiyonları ve perfüzyonu üzerine etkisinin near infrared ..." LINK

"Potential of visible and near infrared spectroscopy coupled with machine learning for predicting soil metal concentrations at the regional scale" LINK

" Can Intraoperative Near-Infrared Spectroscopy Monitoring a Reliable Monitoring Method in Preventing Neurocognitive Dysfunction in Cardiac Surgery ..." LINK




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

"Rapid identification of the storage duration and species of sliced boletes using nearinfrared spectroscopy" LINK

"Towards fullspectrum photocatalysis: extending to the near infrared region" LINK

"Antimicrobial evaluation of the Cynara cardunculus extract in Helicobacter pylori cells using midinfrared spectroscopy and chemometric methods" LINK

"Spectral variable selection for estimation of soil organic carbon content using mid-infrared spectroscopy" LINK

"Infrared spectroscopy and chemometric applications for the qualitative and quantitastive investigation of grapevine organs." LINK




Hyperspectral Imaging (HSI)

"Assessing Grapevine Biophysical Parameters From Unmanned Aerial Vehicles Hyperspectral Imagery" | LINK

"Simultaneous High-Throughput Monitoring of Urethane Reactions Using Near-Infrared Hyperspectral Imaging" LINK

"GRAIN STARCH ESTIMATION USING HYPERSPECTRAL DATA AND ITS RELATIONSHIP WITH LEAF WATER CONTENTS FOR BROOMCORN MILLETLINK

"Non-destructive assessment of equivalent umami concentrations in salmon using hyperspectral imaging technology combined with multivariate algorithms" LINK




Spectral Imaging

"Remote Sensing : Prediction of the Nitrogen, Phosphorus and Potassium Contents in Grape Leaves at Different Growth Stages Based on UAV Multispectral Remote Sensing" LINK

"Open-source mobile multispectral imaging system and its applications in biological sample sensing" LINK




Terahertz Spectroscopy

"Detection of Adulteration of Panax Notoginseng Powder by Terahertz Technology" | LINK




Chemometrics and Machine Learning

"In silico NIR spectroscopy-a review. Molecular fingerprint, interpretation of calibration models, understanding of matrix effects and instrumental difference" LINK

"Sensors : Exploring Built-Up Indices and Machine Learning Regressions for Multi-Temporal Building Density Monitoring Based on Landsat Series" LINK

"Remote Sensing : Machine Learning Classification of Fused Sentinel-1 and Sentinel-2 Image Data towards Mapping Fruit Plantations in Highly Heterogenous Landscapes" LINK

"Multivariate methods with feature wavebands selection and stratified calibration for soil organic carbon content prediction by VISNIR Spectroscopy" LINK




Research on Spectroscopy

"A Review of Advanced Methods for the Quantitative Analysis of Single Component Oil in Edible Oil Blends" LINK

"ElectronRich 3,4Ethylenedioxythiophene (EDOT) Linkers in Tetracationic bisTriarylborane Chromophores: Influence on WaterStability, Biomacromolecule Sensing, and Photoinduced Cytotoxicity" LINK

"Selection of the Effective Characteristic Spectra Based on the Chemical Structure and Its Application in Rapid Analysis of Ethanol Content in Gasoline" | LINK

"A Novel Blue Excited White Light Emitting Srwo4: Pr3+ Phosphors for Single Phase White-Led Applications" LINK




Equipment for Spectroscopy

"The Ever-Shrinking Spectrometer: New Technologies and Applications" LINK




Future topics in Spectroscopy

"The Effect of Task Performance and Partnership on Interpersonal Brain Synchrony during Cooperation" | LINK




Process Control and NIR Sensors

"Implementation of Dynamic and Static Moisture Control in Fluidized Bed Granulation" | LINK




Environment NIR-Spectroscopy Application

"Can in situ spectral measurements under disturbance-reduced environmental conditions help improve soil organic carbon estimation?" LINK

"Remote Sensing : Satellite Imagery to Map Topsoil Organic Carbon Content over Cultivated Areas: An Overview" LINK




Agriculture NIR-Spectroscopy Usage

"Composition Dependence of Structural, Optical, Magnetic and Photodegradation Properties of Nanocrystalline NiO/CuO Heterostructured Powders" LINK

"Agriculture : Potato Late Blight Severity and Epidemic Period Prediction Based on Vis/NIR Spectroscopy" LINK

"Prefrontal cortex oxygenation and autonomic nervous system activity under transcutaneous auricular vagus nerve stimulation in adolescents" LINK

"Prediction of protein and amino acid contents in whole and ground lentils using near-infrared reflectance spectroscopy" LINK

"Determination of nutritional health indexes of fresh bovine milk using near infrared spectroscopy" LINK

"Agronomy : Impact of Short-Term Atmospheric Heat Transfer on the Survival of Granary Weevil in Stored Winter Wheat" LINK

"Role of Hyperspectral imaging for Precision Agriculture Monitoring" LINK

"Potential of GPR data fusion with hyperspectral data for precision agriculture of the future" LINK




Horticulture NIR-Spectroscopy Applications

"Determination of quality attributes and ripening stage using vis-nir spectroscopy in intact seriguela and umbu fruits" LINK




Medicinal Spectroscopy

"Effects of Hemodynamic Differences on the Assessment of Inter-Brain Synchrony Between Adults and Infants" | LINK




Other

"Early Hemodynamic Effects of Mydriatic Eye-Drops in Preterm Infants" LINK

"Size-dependent theoretical and experimental photothermal conversion efficiency of spherical gold nanoparticles" LINK

"Diclofenac Ion Hydration: Experimental and Theoretical Search for Anion Pairs" | LINK

"W5+W5+ Pair Induced LSPR of W18O49 to Sensitize ZnIn2S4 for FullSpectrum SolarLightDriven Photocatalytic Hydrogen Evolution" LINK

"Hypoxic gas therapy in neonatology, considerations in practice" LINK

"Optical properties of zinc boro-tellurite glasses doped europium ion" LINK

"Comparative analysis of nitrogen removals and microbial communities in air and pure oxygen aeration systems during treatment of municipal solid waste incineration ..." LINK





.

NIR Calibration-Model Services

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 31, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK




Near-Infrared Spectroscopy (NIRS)

"NIRS Prediction of SOM, TN and TP in a Meadow in the Sanjiang Plain, China" LINK

ICYMI: This non-invasive glucose monitor, designed by Egyptian students, uses near-infrared spectroscopy to measure blood sugar levels LINK

"Feasibility of near infrared spectroscopy for estimating suppressiveness of carnation (Dianthus cariophyllus L.) fusarium wilt in different plant growth media" LINK

"The assessment of reflectance ratios for determination of water content in leaves using shorter end of near-infrared spectroscopy" LINK

"Rapid identification of the storage duration and species of sliced boletes using near-infrared spectroscopy" | LINK

"Sensor Fusion and Interpretation of Chemical Information in the Performance Profiles of Miniaturized NIR Sensors in Food Analytical Framework" LINK

"A rapid and effective method for species identification of edible boletes: FT-NIR spectroscopy combined with ResNet" LINK

"Foods : Chemometric Differentiation of Sole and Plaice Fish Fillets Using Three Near-Infrared Instruments" LINK

"Screening method for the rapid detection of diethylene glycol in beer based on chemometrics and portable near-infrared spectroscopy" LINK

"Feasibility study on early identification of freshness decay of fresh-cut kiwifruit during cold chain storage by Fourier transform-near infrared spectroscopy combined with chemometrics" LINK

"Study on robust model construction method of multi-batch fruit online sorting by near-infrared spectroscopy" LINK

"Feasibility study on early identification of freshness decay of freshcut kiwifruit during cold chain storage by Fourier transformnear infrared spectroscopy combined with chemometrics" LINK

"A novel handheld FT-NIR spectroscopic approach for real-time screening of major cannabinoids content in hemp" LINK

"Rapid detection of talc content in flour based on near-infrared spectroscopy combined with feature wavelength selection" LINK

"Inversion of soil properties in rare earth mining areas (southern Jiangxi, China) based on visible-near-infrared spectroscopy" | LINK

"A feasibility study on nondestructive classification of frozen Atlantic salmon (Salmo salar) fillets based on temperature history at the logistics using NIR spectroscopy" | LINK

"A feasibility study on nondestructive classification of frozen Atlantic salmon (Salmo salar) fillets based on temperature history at the logistics using NIR spectroscopy" LINK

"A NIRS Based Device for Identification of Acute Ischemic Stroke by Using a Novel Organic Dye in the Human Blood Serum" LINK

"Normal spontan vaginal doğum ile doğan term bebeklerde geç göbek klemplenmesinin böbrek fonksiyonları ve perfüzyonu üzerine etkisinin near infrared ..." LINK

"Potential of visible and near infrared spectroscopy coupled with machine learning for predicting soil metal concentrations at the regional scale" LINK

" Can Intraoperative Near-Infrared Spectroscopy Monitoring a Reliable Monitoring Method in Preventing Neurocognitive Dysfunction in Cardiac Surgery ..." LINK




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

"Rapid identification of the storage duration and species of sliced boletes using nearinfrared spectroscopy" LINK

"Towards fullspectrum photocatalysis: extending to the near infrared region" LINK

"Antimicrobial evaluation of the Cynara cardunculus extract in Helicobacter pylori cells using midinfrared spectroscopy and chemometric methods" LINK

"Spectral variable selection for estimation of soil organic carbon content using mid-infrared spectroscopy" LINK

"Infrared spectroscopy and chemometric applications for the qualitative and quantitastive investigation of grapevine organs." LINK




Hyperspectral Imaging (HSI)

"Assessing Grapevine Biophysical Parameters From Unmanned Aerial Vehicles Hyperspectral Imagery" | LINK

"Simultaneous High-Throughput Monitoring of Urethane Reactions Using Near-Infrared Hyperspectral Imaging" LINK

"GRAIN STARCH ESTIMATION USING HYPERSPECTRAL DATA AND ITS RELATIONSHIP WITH LEAF WATER CONTENTS FOR BROOMCORN MILLETLINK

"Non-destructive assessment of equivalent umami concentrations in salmon using hyperspectral imaging technology combined with multivariate algorithms" LINK




Spectral Imaging

"Remote Sensing : Prediction of the Nitrogen, Phosphorus and Potassium Contents in Grape Leaves at Different Growth Stages Based on UAV Multispectral Remote Sensing" LINK

"Open-source mobile multispectral imaging system and its applications in biological sample sensing" LINK




Terahertz Spectroscopy

"Detection of Adulteration of Panax Notoginseng Powder by Terahertz Technology" | LINK




Chemometrics and Machine Learning

"In silico NIR spectroscopy-a review. Molecular fingerprint, interpretation of calibration models, understanding of matrix effects and instrumental difference" LINK

"Sensors : Exploring Built-Up Indices and Machine Learning Regressions for Multi-Temporal Building Density Monitoring Based on Landsat Series" LINK

"Remote Sensing : Machine Learning Classification of Fused Sentinel-1 and Sentinel-2 Image Data towards Mapping Fruit Plantations in Highly Heterogenous Landscapes" LINK

"Multivariate methods with feature wavebands selection and stratified calibration for soil organic carbon content prediction by VISNIR Spectroscopy" LINK




Research on Spectroscopy

"A Review of Advanced Methods for the Quantitative Analysis of Single Component Oil in Edible Oil Blends" LINK

"ElectronRich 3,4Ethylenedioxythiophene (EDOT) Linkers in Tetracationic bisTriarylborane Chromophores: Influence on WaterStability, Biomacromolecule Sensing, and Photoinduced Cytotoxicity" LINK

"Selection of the Effective Characteristic Spectra Based on the Chemical Structure and Its Application in Rapid Analysis of Ethanol Content in Gasoline" | LINK

"A Novel Blue Excited White Light Emitting Srwo4: Pr3+ Phosphors for Single Phase White-Led Applications" LINK




Equipment for Spectroscopy

"The Ever-Shrinking Spectrometer: New Technologies and Applications" LINK




Future topics in Spectroscopy

"The Effect of Task Performance and Partnership on Interpersonal Brain Synchrony during Cooperation" | LINK




Process Control and NIR Sensors

"Implementation of Dynamic and Static Moisture Control in Fluidized Bed Granulation" | LINK




Environment NIR-Spectroscopy Application

"Can in situ spectral measurements under disturbance-reduced environmental conditions help improve soil organic carbon estimation?" LINK

"Remote Sensing : Satellite Imagery to Map Topsoil Organic Carbon Content over Cultivated Areas: An Overview" LINK




Agriculture NIR-Spectroscopy Usage

"Composition Dependence of Structural, Optical, Magnetic and Photodegradation Properties of Nanocrystalline NiO/CuO Heterostructured Powders" LINK

"Agriculture : Potato Late Blight Severity and Epidemic Period Prediction Based on Vis/NIR Spectroscopy" LINK

"Prefrontal cortex oxygenation and autonomic nervous system activity under transcutaneous auricular vagus nerve stimulation in adolescents" LINK

"Prediction of protein and amino acid contents in whole and ground lentils using near-infrared reflectance spectroscopy" LINK

"Determination of nutritional health indexes of fresh bovine milk using near infrared spectroscopy" LINK

"Agronomy : Impact of Short-Term Atmospheric Heat Transfer on the Survival of Granary Weevil in Stored Winter Wheat" LINK

"Role of Hyperspectral imaging for Precision Agriculture Monitoring" LINK

"Potential of GPR data fusion with hyperspectral data for precision agriculture of the future" LINK




Horticulture NIR-Spectroscopy Applications

"Determination of quality attributes and ripening stage using vis-nir spectroscopy in intact seriguela and umbu fruits" LINK




Medicinal Spectroscopy

"Effects of Hemodynamic Differences on the Assessment of Inter-Brain Synchrony Between Adults and Infants" | LINK




Other

"Early Hemodynamic Effects of Mydriatic Eye-Drops in Preterm Infants" LINK

"Size-dependent theoretical and experimental photothermal conversion efficiency of spherical gold nanoparticles" LINK

"Diclofenac Ion Hydration: Experimental and Theoretical Search for Anion Pairs" | LINK

"W5+W5+ Pair Induced LSPR of W18O49 to Sensitize ZnIn2S4 for FullSpectrum SolarLightDriven Photocatalytic Hydrogen Evolution" LINK

"Hypoxic gas therapy in neonatology, considerations in practice" LINK

"Optical properties of zinc boro-tellurite glasses doped europium ion" LINK

"Comparative analysis of nitrogen removals and microbial communities in air and pure oxygen aeration systems during treatment of municipal solid waste incineration ..." LINK





.

NIR Calibration-Model Services

Spettroscopia e Chemiometria Weekly News 31, 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)

"NIRS Prediction of SOM, TN and TP in a Meadow in the Sanjiang Plain, China" LINK

ICYMI: This non-invasive glucose monitor, designed by Egyptian students, uses near-infrared spectroscopy to measure blood sugar levels LINK

"Feasibility of near infrared spectroscopy for estimating suppressiveness of carnation (Dianthus cariophyllus L.) fusarium wilt in different plant growth media" LINK

"The assessment of reflectance ratios for determination of water content in leaves using shorter end of near-infrared spectroscopy" LINK

"Rapid identification of the storage duration and species of sliced boletes using near-infrared spectroscopy" | LINK

"Sensor Fusion and Interpretation of Chemical Information in the Performance Profiles of Miniaturized NIR Sensors in Food Analytical Framework" LINK

"A rapid and effective method for species identification of edible boletes: FT-NIR spectroscopy combined with ResNet" LINK

"Foods : Chemometric Differentiation of Sole and Plaice Fish Fillets Using Three Near-Infrared Instruments" LINK

"Screening method for the rapid detection of diethylene glycol in beer based on chemometrics and portable near-infrared spectroscopy" LINK

"Feasibility study on early identification of freshness decay of fresh-cut kiwifruit during cold chain storage by Fourier transform-near infrared spectroscopy combined with chemometrics" LINK

"Study on robust model construction method of multi-batch fruit online sorting by near-infrared spectroscopy" LINK

"Feasibility study on early identification of freshness decay of freshcut kiwifruit during cold chain storage by Fourier transformnear infrared spectroscopy combined with chemometrics" LINK

"A novel handheld FT-NIR spectroscopic approach for real-time screening of major cannabinoids content in hemp" LINK

"Rapid detection of talc content in flour based on near-infrared spectroscopy combined with feature wavelength selection" LINK

"Inversion of soil properties in rare earth mining areas (southern Jiangxi, China) based on visible-near-infrared spectroscopy" | LINK

"A feasibility study on nondestructive classification of frozen Atlantic salmon (Salmo salar) fillets based on temperature history at the logistics using NIR spectroscopy" | LINK

"A feasibility study on nondestructive classification of frozen Atlantic salmon (Salmo salar) fillets based on temperature history at the logistics using NIR spectroscopy" LINK

"A NIRS Based Device for Identification of Acute Ischemic Stroke by Using a Novel Organic Dye in the Human Blood Serum" LINK

"Normal spontan vaginal doğum ile doğan term bebeklerde geç göbek klemplenmesinin böbrek fonksiyonları ve perfüzyonu üzerine etkisinin near infrared ..." LINK

"Potential of visible and near infrared spectroscopy coupled with machine learning for predicting soil metal concentrations at the regional scale" LINK

" Can Intraoperative Near-Infrared Spectroscopy Monitoring a Reliable Monitoring Method in Preventing Neurocognitive Dysfunction in Cardiac Surgery ..." LINK




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

"Rapid identification of the storage duration and species of sliced boletes using nearinfrared spectroscopy" LINK

"Towards fullspectrum photocatalysis: extending to the near infrared region" LINK

"Antimicrobial evaluation of the Cynara cardunculus extract in Helicobacter pylori cells using midinfrared spectroscopy and chemometric methods" LINK

"Spectral variable selection for estimation of soil organic carbon content using mid-infrared spectroscopy" LINK

"Infrared spectroscopy and chemometric applications for the qualitative and quantitastive investigation of grapevine organs." LINK




Hyperspectral Imaging (HSI)

"Assessing Grapevine Biophysical Parameters From Unmanned Aerial Vehicles Hyperspectral Imagery" | LINK

"Simultaneous High-Throughput Monitoring of Urethane Reactions Using Near-Infrared Hyperspectral Imaging" LINK

"GRAIN STARCH ESTIMATION USING HYPERSPECTRAL DATA AND ITS RELATIONSHIP WITH LEAF WATER CONTENTS FOR BROOMCORN MILLETLINK

"Non-destructive assessment of equivalent umami concentrations in salmon using hyperspectral imaging technology combined with multivariate algorithms" LINK




Spectral Imaging

"Remote Sensing : Prediction of the Nitrogen, Phosphorus and Potassium Contents in Grape Leaves at Different Growth Stages Based on UAV Multispectral Remote Sensing" LINK

"Open-source mobile multispectral imaging system and its applications in biological sample sensing" LINK




Terahertz Spectroscopy

"Detection of Adulteration of Panax Notoginseng Powder by Terahertz Technology" | LINK




Chemometrics and Machine Learning

"In silico NIR spectroscopy-a review. Molecular fingerprint, interpretation of calibration models, understanding of matrix effects and instrumental difference" LINK

"Sensors : Exploring Built-Up Indices and Machine Learning Regressions for Multi-Temporal Building Density Monitoring Based on Landsat Series" LINK

"Remote Sensing : Machine Learning Classification of Fused Sentinel-1 and Sentinel-2 Image Data towards Mapping Fruit Plantations in Highly Heterogenous Landscapes" LINK

"Multivariate methods with feature wavebands selection and stratified calibration for soil organic carbon content prediction by VISNIR Spectroscopy" LINK




Research on Spectroscopy

"A Review of Advanced Methods for the Quantitative Analysis of Single Component Oil in Edible Oil Blends" LINK

"ElectronRich 3,4Ethylenedioxythiophene (EDOT) Linkers in Tetracationic bisTriarylborane Chromophores: Influence on WaterStability, Biomacromolecule Sensing, and Photoinduced Cytotoxicity" LINK

"Selection of the Effective Characteristic Spectra Based on the Chemical Structure and Its Application in Rapid Analysis of Ethanol Content in Gasoline" | LINK

"A Novel Blue Excited White Light Emitting Srwo4: Pr3+ Phosphors for Single Phase White-Led Applications" LINK




Equipment for Spectroscopy

"The Ever-Shrinking Spectrometer: New Technologies and Applications" LINK




Future topics in Spectroscopy

"The Effect of Task Performance and Partnership on Interpersonal Brain Synchrony during Cooperation" | LINK




Process Control and NIR Sensors

"Implementation of Dynamic and Static Moisture Control in Fluidized Bed Granulation" | LINK




Environment NIR-Spectroscopy Application

"Can in situ spectral measurements under disturbance-reduced environmental conditions help improve soil organic carbon estimation?" LINK

"Remote Sensing : Satellite Imagery to Map Topsoil Organic Carbon Content over Cultivated Areas: An Overview" LINK




Agriculture NIR-Spectroscopy Usage

"Composition Dependence of Structural, Optical, Magnetic and Photodegradation Properties of Nanocrystalline NiO/CuO Heterostructured Powders" LINK

"Agriculture : Potato Late Blight Severity and Epidemic Period Prediction Based on Vis/NIR Spectroscopy" LINK

"Prefrontal cortex oxygenation and autonomic nervous system activity under transcutaneous auricular vagus nerve stimulation in adolescents" LINK

"Prediction of protein and amino acid contents in whole and ground lentils using near-infrared reflectance spectroscopy" LINK

"Determination of nutritional health indexes of fresh bovine milk using near infrared spectroscopy" LINK

"Agronomy : Impact of Short-Term Atmospheric Heat Transfer on the Survival of Granary Weevil in Stored Winter Wheat" LINK

"Role of Hyperspectral imaging for Precision Agriculture Monitoring" LINK

"Potential of GPR data fusion with hyperspectral data for precision agriculture of the future" LINK




Horticulture NIR-Spectroscopy Applications

"Determination of quality attributes and ripening stage using vis-nir spectroscopy in intact seriguela and umbu fruits" LINK




Medicinal Spectroscopy

"Effects of Hemodynamic Differences on the Assessment of Inter-Brain Synchrony Between Adults and Infants" | LINK




Other

"Early Hemodynamic Effects of Mydriatic Eye-Drops in Preterm Infants" LINK

"Size-dependent theoretical and experimental photothermal conversion efficiency of spherical gold nanoparticles" LINK

"Diclofenac Ion Hydration: Experimental and Theoretical Search for Anion Pairs" | LINK

"W5+W5+ Pair Induced LSPR of W18O49 to Sensitize ZnIn2S4 for FullSpectrum SolarLightDriven Photocatalytic Hydrogen Evolution" LINK

"Hypoxic gas therapy in neonatology, considerations in practice" LINK

"Optical properties of zinc boro-tellurite glasses doped europium ion" LINK

"Comparative analysis of nitrogen removals and microbial communities in air and pure oxygen aeration systems during treatment of municipal solid waste incineration ..." LINK





.

Spectroscopy and Chemometrics/Machine-Learning News Weekly #21, 2022Spektroskopie und Chemometrie/Machine-Learning News Wöchentlich #21, 2022Spettroscopia e Chemiometria/Machine-Learning Weekly News #21, 2022

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 20, 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 20, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 20, 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)

"Agriculture : Feasibility of Near-Infrared Spectroscopy for Rapid Detection of Available Nitrogen in Vermiculite Substrates in Desert Facility Agriculture" LINK

"Blood discrimination based on NIR spectroscopy and BP neural network combined with genetic algorithm" LINK

"Automated surface mapping via unsupervised learning and classification of Mercury Visible-Near-Infrared reflectance spectra" LINK

"At-line and inline prediction of droplet size in mayonnaise with near-infrared spectroscopy" LINK

"Use of near-infrared spectroscopy and chemometrics for fast discrimination of Sargassum fusiforme" LINK

" Chemometric studies of hops degradation at different storage forms using UVVis, NIRS and UPLC analyses" LINK

"Portable NIR spectroscopy and PLS based variable selection for adulteration detection in quinoa flour" LINK

"Foods : Assessment of Pumpkin Seed Oil Adulteration Supported by Multivariate Analysis: Comparison of GC-MS, Colourimetry and NIR Spectroscopy Data" LINK

"Near infrared spectroscopy to evaluate the effect of a hybrid exercise programme on peripheral muscle metabolism in patients with intermittent claudication: an ..." LINK

"Plants : Prediction and Comparisons of Turpentine Content in Slash Pine at Different Slope Positions Using Near-Infrared Spectroscopy" LINK

"Teknologi Near Infrared Reflectance Spectroscopy (NIRS) dan Metode Kemometri untuk Deteksi Pemalsuan Minyak Nilam" LINK

"Raman and near Infrared Spectroscopy for Quantification of Fatty Acids in Muscle Tissue—A Salmon Case Study" LINK

"Multi-information based on ATR-FTIR and FT-NIR for identification and evaluation for different parts and harvest time of Dendrobium officinale with chemometrics" LINK

"Application of near infrared spectroscopy to predict contents of various lactones in chromatographic process of Ginkgo Folium" LINK

"A feasibility study on improving the non-invasive detection accuracy of bottled Shuanghuanglian oral liquid using near infrared spectroscopy" LINK

"The application of NIR spectroscopy in moisture determining of vegetable seeds" | seedtesting seedquality NIRS methodDevelopment Calibration solution content analysis seed grain grains LINK

"Aplicación de imágenes hiperespectrales (HSI-NIR) para la determinación de estrés hídrico en hojas de patata." LINK

"Analyzing Classification Performance of fNIRS-BCI for Gait Rehabilitation Using Deep Neural Networks" | LINK

"Near-infrared spectroscopy and machine learning-based technique to predict quality-related parameters in instant tea" | LINK

"Prediction of Wheat Quality Parameters Combining Raman, Fluorescence and Near‐Infrared Spectroscopy (NIRS)" LINK




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

"Extending Effective Dynamic Range of Hyperspectral Line Cameras for Short Wave Infrared Imaging" | LINK

"Single-domain nearinfrared protein provides a scaffold for antigen-dependent fluorescent nanobodies" LINK

"Analyzing the Water Confined in Hydrogel Using Near-Infrared Spectroscopy" LINK

"Application of infrared spectroscopic techniques to cheese authentication: A review" LINK

"Estimation of grain quality parameters in rice for highthroughput screening with nearinfrared spectroscopy and deep learning" LINK




Hyperspectral Imaging (HSI)

"Multispectral camera system design for replacement of hyperspectral cameras for detection of aflatoxin B1" LINK

"Hyperspectral Imaging for cherry tomato" LINK

"A novel 3D convolutional neural network model with supervised spectral regression for recognition of hyperspectral images of colored wool fiber" LINK

"Channel and band attention embedded 3D CNN for model development of hyperspectral image in object-scale analysis" LINK

"A novel high-throughput hyperspectral scanner and analytical methods for predicting maize kernel composition and physical traits" LINK

"Learning Multiscale Temporal-Spatial-Spectral Features via a Multi-path Convolutional LSTM Neural Network for Change Detection with Hyperspectral Images" LINK

"The relationship between the spatial pattern of lakeside wetlands and water quality utilizing UAV hyperspectral remote sensing" LINK

"Building spectral catalogue for salt marsh vegetation, hyperspectral and multispectral remote sensing" LINK

"Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review" LINK

"A systematic review on hyperspectral imaging technology with a machine and deep learning methodology for agricultural applications" LINK

"Using hyperspectral imaging technology for assessing internal quality parameters of persimmon fruits during the drying process" LINK

"Near-Infrared Hyperspectral Imaging Pipelines for Pasture Seed Quality Evaluation: An Overview" | LINK




Chemometrics and Machine Learning

"Chemometrics for Raman Spectroscopy Harmonization" LINK

"Determination of active ingredients in alcoholbased gel by spectroscopic techniques and chemometric analysis" LINK

"Effect of variable selection algorithms on model performance for predicting moisture content in biological materials using spectral data" LINK

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding project page: sota FID(7.27 on COCO), without ever training on COCO, human raters find Imagen samples to be on par with the COCO data itself in image-text alignment LINK

"Validação prática de modelos de infravermelho próximo para tomate: sólidos solúveis e acidez" LINK




Facts

"Does active sitting provide more physiological changes than traditional sitting and standing workstations?" LINK




Research on Spectroscopy

"Destructive and rapid non-invasive methods used to detect adulteration of dried powdered horticultural products: A review" LINK

"Development of a spectroscopic approach for non-destructive and rapid screening of cucumbers based on maximum limit of nitrate accumulation" LINK




Equipment for Spectroscopy

"Review of portable near infrared spectrometers: Current status and new techniques" LINK

"Discrimination of the Red Jujube Varieties Using a Portable NIR Spectrometer and Fuzzy Improved Linear Discriminant Analysis" | LINK




Process Control and NIR Sensors

"Applied Sciences : Process Monitoring Using Kernel PCA and Kernel Density Estimation-Based SSGLR Method for Nonlinear Fault Detection" LINK

"Distinctive Microbial Processes and Controlling Factors Related to Indirect N2O Emission from Agricultural and Urban Rivers in Taihu Watershed" LINK




Environment NIR-Spectroscopy Application

"Monitoring the Concentrations of Cd, Cu, Pb, Ni, Cr, Zn, Mn and Fe in Cultivated Haplic Luvisol Soils Using Near-Infrared Reflectance Spectroscopy" LINK

"Plants : Variations in Total Phenolic, Total Flavonoid Contents, and Free Radicals’ Scavenging Potential of Onion Varieties Planted under Diverse Environmental Conditions" LINK

"Vis-NIR-spectroscopy-and loss-on-ignition-based functions to estimate organic matter content of calcareous soils" | LINK

"Remote Sensing : Mapping Soil Properties with Fixed Rank Kriging of Proximally Sensed Soil Data Fused with Sentinel-2 Biophysical Parameter" LINK

"Effects of hyperspectral data with different spectral resolutions on the estimation of soil heavy metal content: From ground-based and airborne data to satellite …" LINK

"Comparing Two Different Development Methods of External Parameter Orthogonalization for Estimating Organic Carbon from Field-Moist Intact Soils by Reflectance ..." LINK

"Towards recycling of challenging waste fractions: Identifying flame retardants in plastics with optical spectroscopic techniques" LINK




Agriculture NIR-Spectroscopy Usage

"Plants : Comparative Analysis of the NDVI and NGBVI as Indicators of the Protective Effect of Beneficial Bacteria in Conditions of Biotic Stress" LINK

"Agriculture : Online Detection and Classification of Moldy Core Apples by Vis-NIR Transmittance Spectroscopy" LINK

"Aggregate size distribution of arid and semiarid laboratory soils (< 2 mm) as predicted by VIS-NIR-SWIR spectroscopy" LINK

"Application of near-infrared spectroscopy to agriculture and forestry" LINK

"Dry heating, moist heating, and microwave irradiation of coldclimateadapted barley grainEffects on ruminantrelevant carbohydrate and molecular structural spectral profiles" LINK

"Nutrient digestibility and predicting the energy content of pig feeds" LINK

"Comparative study of different wavelength selection methods in the transfer of crop kernel qualitive near-infrared models" LINK

"Agronomy : Monitoring of Nitrogen Indices in Wheat Leaves Based on the Integration of Spectral and Canopy Structure Information" LINK

"... visualization and quantification of total acid and reducing sugar contents in fermented grains by combining spectral and color data through hyperspectral imaging" LINK

"Biomarkers and biosensors for the diagnosis of noncompliant pH, dark cutting beef predisposition, and welfare in cattle" LINK




Forestry and Wood Industry NIR Usage

"A spectral analysis of stem bark for boreal and temperate tree species" | LINK

"Optical properties of transparent wood composites prepared using transverse sections of poplar wood" | LINK




Food & Feed Industry NIR Usage

"Foods : Oxidative Stability and Antioxidant Activity of Selected Cold-Pressed Oils and Oils Mixtures" LINK

"Predicting Single Kernel Moisture and Protein Content of Mushroom Popcorn Using NIR Spectroscopy: Tool for Determining Their Effect on Popping Performance" LINK

"Research on Physicochemical Properties, Microscopic Characterization and Detection of Different Freezing-damaged Corn Seeds" LINK

"Estimating cadmium-lead concentrations in rice blades through fractional order derivatives of foliar spectra" LINK

"Recent advances in emerging techniques for non-destructive detection of seed viability: A review" seedtesting seedGermination seedquality NDT nondestructiveTesting seeds LINK




Laboratory and NIR-Spectroscopy

"Optimizing a Standard Spectral Measurement Protocol to Enhance the Quality of Soil Spectra: Exploration of Key Variables in Lab-Based VNIR-SWIR Spectral ..." LINK




Other

"A Robust Functional Partial Least Squares for ScalaronMultipleFunction Regression" LINK

"Planetary Terrestrial Analogues Library Project: 3. Characterization of Samples With MicrOmega" LINK

"LASER-BASED SORTING OF CONSTRUCTION AND DEMOLITION WASTE FOR THE CIRCULAR ECONOMY" LINK

"A robust functional partial least squares for scalaronmultiplefunction regression" LINK

"Facebook trained AI to fool facial recognition systems, and it works on live video" deepfakes deidentification LINK

"Optical properties and novelty preparation PVA/PVP doping with Cu as surface plasmonic ions" LINK





.

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 20, 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 20, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 20, 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)

"Agriculture : Feasibility of Near-Infrared Spectroscopy for Rapid Detection of Available Nitrogen in Vermiculite Substrates in Desert Facility Agriculture" LINK

"Blood discrimination based on NIR spectroscopy and BP neural network combined with genetic algorithm" LINK

"Automated surface mapping via unsupervised learning and classification of Mercury Visible-Near-Infrared reflectance spectra" LINK

"At-line and inline prediction of droplet size in mayonnaise with near-infrared spectroscopy" LINK

"Use of near-infrared spectroscopy and chemometrics for fast discrimination of Sargassum fusiforme" LINK

" Chemometric studies of hops degradation at different storage forms using UVVis, NIRS and UPLC analyses" LINK

"Portable NIR spectroscopy and PLS based variable selection for adulteration detection in quinoa flour" LINK

"Foods : Assessment of Pumpkin Seed Oil Adulteration Supported by Multivariate Analysis: Comparison of GC-MS, Colourimetry and NIR Spectroscopy Data" LINK

"Near infrared spectroscopy to evaluate the effect of a hybrid exercise programme on peripheral muscle metabolism in patients with intermittent claudication: an ..." LINK

"Plants : Prediction and Comparisons of Turpentine Content in Slash Pine at Different Slope Positions Using Near-Infrared Spectroscopy" LINK

"Teknologi Near Infrared Reflectance Spectroscopy (NIRS) dan Metode Kemometri untuk Deteksi Pemalsuan Minyak Nilam" LINK

"Raman and near Infrared Spectroscopy for Quantification of Fatty Acids in Muscle Tissue—A Salmon Case Study" LINK

"Multi-information based on ATR-FTIR and FT-NIR for identification and evaluation for different parts and harvest time of Dendrobium officinale with chemometrics" LINK

"Application of near infrared spectroscopy to predict contents of various lactones in chromatographic process of Ginkgo Folium" LINK

"A feasibility study on improving the non-invasive detection accuracy of bottled Shuanghuanglian oral liquid using near infrared spectroscopy" LINK

"The application of NIR spectroscopy in moisture determining of vegetable seeds" | seedtesting seedquality NIRS methodDevelopment Calibration solution content analysis seed grain grains LINK

"Aplicación de imágenes hiperespectrales (HSI-NIR) para la determinación de estrés hídrico en hojas de patata." LINK

"Analyzing Classification Performance of fNIRS-BCI for Gait Rehabilitation Using Deep Neural Networks" | LINK

"Near-infrared spectroscopy and machine learning-based technique to predict quality-related parameters in instant tea" | LINK

"Prediction of Wheat Quality Parameters Combining Raman, Fluorescence and Near‐Infrared Spectroscopy (NIRS)" LINK




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

"Extending Effective Dynamic Range of Hyperspectral Line Cameras for Short Wave Infrared Imaging" | LINK

"Single-domain nearinfrared protein provides a scaffold for antigen-dependent fluorescent nanobodies" LINK

"Analyzing the Water Confined in Hydrogel Using Near-Infrared Spectroscopy" LINK

"Application of infrared spectroscopic techniques to cheese authentication: A review" LINK

"Estimation of grain quality parameters in rice for highthroughput screening with nearinfrared spectroscopy and deep learning" LINK




Hyperspectral Imaging (HSI)

"Multispectral camera system design for replacement of hyperspectral cameras for detection of aflatoxin B1" LINK

"Hyperspectral Imaging for cherry tomato" LINK

"A novel 3D convolutional neural network model with supervised spectral regression for recognition of hyperspectral images of colored wool fiber" LINK

"Channel and band attention embedded 3D CNN for model development of hyperspectral image in object-scale analysis" LINK

"A novel high-throughput hyperspectral scanner and analytical methods for predicting maize kernel composition and physical traits" LINK

"Learning Multiscale Temporal-Spatial-Spectral Features via a Multi-path Convolutional LSTM Neural Network for Change Detection with Hyperspectral Images" LINK

"The relationship between the spatial pattern of lakeside wetlands and water quality utilizing UAV hyperspectral remote sensing" LINK

"Building spectral catalogue for salt marsh vegetation, hyperspectral and multispectral remote sensing" LINK

"Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review" LINK

"A systematic review on hyperspectral imaging technology with a machine and deep learning methodology for agricultural applications" LINK

"Using hyperspectral imaging technology for assessing internal quality parameters of persimmon fruits during the drying process" LINK

"Near-Infrared Hyperspectral Imaging Pipelines for Pasture Seed Quality Evaluation: An Overview" | LINK




Chemometrics and Machine Learning

"Chemometrics for Raman Spectroscopy Harmonization" LINK

"Determination of active ingredients in alcoholbased gel by spectroscopic techniques and chemometric analysis" LINK

"Effect of variable selection algorithms on model performance for predicting moisture content in biological materials using spectral data" LINK

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding project page: sota FID(7.27 on COCO), without ever training on COCO, human raters find Imagen samples to be on par with the COCO data itself in image-text alignment LINK

"Validação prática de modelos de infravermelho próximo para tomate: sólidos solúveis e acidez" LINK




Facts

"Does active sitting provide more physiological changes than traditional sitting and standing workstations?" LINK




Research on Spectroscopy

"Destructive and rapid non-invasive methods used to detect adulteration of dried powdered horticultural products: A review" LINK

"Development of a spectroscopic approach for non-destructive and rapid screening of cucumbers based on maximum limit of nitrate accumulation" LINK




Equipment for Spectroscopy

"Review of portable near infrared spectrometers: Current status and new techniques" LINK

"Discrimination of the Red Jujube Varieties Using a Portable NIR Spectrometer and Fuzzy Improved Linear Discriminant Analysis" | LINK




Process Control and NIR Sensors

"Applied Sciences : Process Monitoring Using Kernel PCA and Kernel Density Estimation-Based SSGLR Method for Nonlinear Fault Detection" LINK

"Distinctive Microbial Processes and Controlling Factors Related to Indirect N2O Emission from Agricultural and Urban Rivers in Taihu Watershed" LINK




Environment NIR-Spectroscopy Application

"Monitoring the Concentrations of Cd, Cu, Pb, Ni, Cr, Zn, Mn and Fe in Cultivated Haplic Luvisol Soils Using Near-Infrared Reflectance Spectroscopy" LINK

"Plants : Variations in Total Phenolic, Total Flavonoid Contents, and Free Radicals’ Scavenging Potential of Onion Varieties Planted under Diverse Environmental Conditions" LINK

"Vis-NIR-spectroscopy-and loss-on-ignition-based functions to estimate organic matter content of calcareous soils" | LINK

"Remote Sensing : Mapping Soil Properties with Fixed Rank Kriging of Proximally Sensed Soil Data Fused with Sentinel-2 Biophysical Parameter" LINK

"Effects of hyperspectral data with different spectral resolutions on the estimation of soil heavy metal content: From ground-based and airborne data to satellite …" LINK

"Comparing Two Different Development Methods of External Parameter Orthogonalization for Estimating Organic Carbon from Field-Moist Intact Soils by Reflectance ..." LINK

"Towards recycling of challenging waste fractions: Identifying flame retardants in plastics with optical spectroscopic techniques" LINK




Agriculture NIR-Spectroscopy Usage

"Plants : Comparative Analysis of the NDVI and NGBVI as Indicators of the Protective Effect of Beneficial Bacteria in Conditions of Biotic Stress" LINK

"Agriculture : Online Detection and Classification of Moldy Core Apples by Vis-NIR Transmittance Spectroscopy" LINK

"Aggregate size distribution of arid and semiarid laboratory soils (< 2 mm) as predicted by VIS-NIR-SWIR spectroscopy" LINK

"Application of near-infrared spectroscopy to agriculture and forestry" LINK

"Dry heating, moist heating, and microwave irradiation of coldclimateadapted barley grainEffects on ruminantrelevant carbohydrate and molecular structural spectral profiles" LINK

"Nutrient digestibility and predicting the energy content of pig feeds" LINK

"Comparative study of different wavelength selection methods in the transfer of crop kernel qualitive near-infrared models" LINK

"Agronomy : Monitoring of Nitrogen Indices in Wheat Leaves Based on the Integration of Spectral and Canopy Structure Information" LINK

"... visualization and quantification of total acid and reducing sugar contents in fermented grains by combining spectral and color data through hyperspectral imaging" LINK

"Biomarkers and biosensors for the diagnosis of noncompliant pH, dark cutting beef predisposition, and welfare in cattle" LINK




Forestry and Wood Industry NIR Usage

"A spectral analysis of stem bark for boreal and temperate tree species" | LINK

"Optical properties of transparent wood composites prepared using transverse sections of poplar wood" | LINK




Food & Feed Industry NIR Usage

"Foods : Oxidative Stability and Antioxidant Activity of Selected Cold-Pressed Oils and Oils Mixtures" LINK

"Predicting Single Kernel Moisture and Protein Content of Mushroom Popcorn Using NIR Spectroscopy: Tool for Determining Their Effect on Popping Performance" LINK

"Research on Physicochemical Properties, Microscopic Characterization and Detection of Different Freezing-damaged Corn Seeds" LINK

"Estimating cadmium-lead concentrations in rice blades through fractional order derivatives of foliar spectra" LINK

"Recent advances in emerging techniques for non-destructive detection of seed viability: A review" seedtesting seedGermination seedquality NDT nondestructiveTesting seeds LINK




Laboratory and NIR-Spectroscopy

"Optimizing a Standard Spectral Measurement Protocol to Enhance the Quality of Soil Spectra: Exploration of Key Variables in Lab-Based VNIR-SWIR Spectral ..." LINK




Other

"A Robust Functional Partial Least Squares for ScalaronMultipleFunction Regression" LINK

"Planetary Terrestrial Analogues Library Project: 3. Characterization of Samples With MicrOmega" LINK

"LASER-BASED SORTING OF CONSTRUCTION AND DEMOLITION WASTE FOR THE CIRCULAR ECONOMY" LINK

"A robust functional partial least squares for scalaronmultiplefunction regression" LINK

"Facebook trained AI to fool facial recognition systems, and it works on live video" deepfakes deidentification LINK

"Optical properties and novelty preparation PVA/PVP doping with Cu as surface plasmonic ions" LINK





.

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 20, 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 20, 2022 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 20, 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)

"Agriculture : Feasibility of Near-Infrared Spectroscopy for Rapid Detection of Available Nitrogen in Vermiculite Substrates in Desert Facility Agriculture" LINK

"Blood discrimination based on NIR spectroscopy and BP neural network combined with genetic algorithm" LINK

"Automated surface mapping via unsupervised learning and classification of Mercury Visible-Near-Infrared reflectance spectra" LINK

"At-line and inline prediction of droplet size in mayonnaise with near-infrared spectroscopy" LINK

"Use of near-infrared spectroscopy and chemometrics for fast discrimination of Sargassum fusiforme" LINK

" Chemometric studies of hops degradation at different storage forms using UVVis, NIRS and UPLC analyses" LINK

"Portable NIR spectroscopy and PLS based variable selection for adulteration detection in quinoa flour" LINK

"Foods : Assessment of Pumpkin Seed Oil Adulteration Supported by Multivariate Analysis: Comparison of GC-MS, Colourimetry and NIR Spectroscopy Data" LINK

"Near infrared spectroscopy to evaluate the effect of a hybrid exercise programme on peripheral muscle metabolism in patients with intermittent claudication: an ..." LINK

"Plants : Prediction and Comparisons of Turpentine Content in Slash Pine at Different Slope Positions Using Near-Infrared Spectroscopy" LINK

"Teknologi Near Infrared Reflectance Spectroscopy (NIRS) dan Metode Kemometri untuk Deteksi Pemalsuan Minyak Nilam" LINK

"Raman and near Infrared Spectroscopy for Quantification of Fatty Acids in Muscle Tissue—A Salmon Case Study" LINK

"Multi-information based on ATR-FTIR and FT-NIR for identification and evaluation for different parts and harvest time of Dendrobium officinale with chemometrics" LINK

"Application of near infrared spectroscopy to predict contents of various lactones in chromatographic process of Ginkgo Folium" LINK

"A feasibility study on improving the non-invasive detection accuracy of bottled Shuanghuanglian oral liquid using near infrared spectroscopy" LINK

"The application of NIR spectroscopy in moisture determining of vegetable seeds" | seedtesting seedquality NIRS methodDevelopment Calibration solution content analysis seed grain grains LINK

"Aplicación de imágenes hiperespectrales (HSI-NIR) para la determinación de estrés hídrico en hojas de patata." LINK

"Analyzing Classification Performance of fNIRS-BCI for Gait Rehabilitation Using Deep Neural Networks" | LINK

"Near-infrared spectroscopy and machine learning-based technique to predict quality-related parameters in instant tea" | LINK

"Prediction of Wheat Quality Parameters Combining Raman, Fluorescence and Near‐Infrared Spectroscopy (NIRS)" LINK




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

"Extending Effective Dynamic Range of Hyperspectral Line Cameras for Short Wave Infrared Imaging" | LINK

"Single-domain nearinfrared protein provides a scaffold for antigen-dependent fluorescent nanobodies" LINK

"Analyzing the Water Confined in Hydrogel Using Near-Infrared Spectroscopy" LINK

"Application of infrared spectroscopic techniques to cheese authentication: A review" LINK

"Estimation of grain quality parameters in rice for highthroughput screening with nearinfrared spectroscopy and deep learning" LINK




Hyperspectral Imaging (HSI)

"Multispectral camera system design for replacement of hyperspectral cameras for detection of aflatoxin B1" LINK

"Hyperspectral Imaging for cherry tomato" LINK

"A novel 3D convolutional neural network model with supervised spectral regression for recognition of hyperspectral images of colored wool fiber" LINK

"Channel and band attention embedded 3D CNN for model development of hyperspectral image in object-scale analysis" LINK

"A novel high-throughput hyperspectral scanner and analytical methods for predicting maize kernel composition and physical traits" LINK

"Learning Multiscale Temporal-Spatial-Spectral Features via a Multi-path Convolutional LSTM Neural Network for Change Detection with Hyperspectral Images" LINK

"The relationship between the spatial pattern of lakeside wetlands and water quality utilizing UAV hyperspectral remote sensing" LINK

"Building spectral catalogue for salt marsh vegetation, hyperspectral and multispectral remote sensing" LINK

"Hyperspectral Unmixing Based on Nonnegative Matrix Factorization: A Comprehensive Review" LINK

"A systematic review on hyperspectral imaging technology with a machine and deep learning methodology for agricultural applications" LINK

"Using hyperspectral imaging technology for assessing internal quality parameters of persimmon fruits during the drying process" LINK

"Near-Infrared Hyperspectral Imaging Pipelines for Pasture Seed Quality Evaluation: An Overview" | LINK




Chemometrics and Machine Learning

"Chemometrics for Raman Spectroscopy Harmonization" LINK

"Determination of active ingredients in alcoholbased gel by spectroscopic techniques and chemometric analysis" LINK

"Effect of variable selection algorithms on model performance for predicting moisture content in biological materials using spectral data" LINK

Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding project page: sota FID(7.27 on COCO), without ever training on COCO, human raters find Imagen samples to be on par with the COCO data itself in image-text alignment LINK

"Validação prática de modelos de infravermelho próximo para tomate: sólidos solúveis e acidez" LINK




Facts

"Does active sitting provide more physiological changes than traditional sitting and standing workstations?" LINK




Research on Spectroscopy

"Destructive and rapid non-invasive methods used to detect adulteration of dried powdered horticultural products: A review" LINK

"Development of a spectroscopic approach for non-destructive and rapid screening of cucumbers based on maximum limit of nitrate accumulation" LINK




Equipment for Spectroscopy

"Review of portable near infrared spectrometers: Current status and new techniques" LINK

"Discrimination of the Red Jujube Varieties Using a Portable NIR Spectrometer and Fuzzy Improved Linear Discriminant Analysis" | LINK




Process Control and NIR Sensors

"Applied Sciences : Process Monitoring Using Kernel PCA and Kernel Density Estimation-Based SSGLR Method for Nonlinear Fault Detection" LINK

"Distinctive Microbial Processes and Controlling Factors Related to Indirect N2O Emission from Agricultural and Urban Rivers in Taihu Watershed" LINK




Environment NIR-Spectroscopy Application

"Monitoring the Concentrations of Cd, Cu, Pb, Ni, Cr, Zn, Mn and Fe in Cultivated Haplic Luvisol Soils Using Near-Infrared Reflectance Spectroscopy" LINK

"Plants : Variations in Total Phenolic, Total Flavonoid Contents, and Free Radicals’ Scavenging Potential of Onion Varieties Planted under Diverse Environmental Conditions" LINK

"Vis-NIR-spectroscopy-and loss-on-ignition-based functions to estimate organic matter content of calcareous soils" | LINK

"Remote Sensing : Mapping Soil Properties with Fixed Rank Kriging of Proximally Sensed Soil Data Fused with Sentinel-2 Biophysical Parameter" LINK

"Effects of hyperspectral data with different spectral resolutions on the estimation of soil heavy metal content: From ground-based and airborne data to satellite …" LINK

"Comparing Two Different Development Methods of External Parameter Orthogonalization for Estimating Organic Carbon from Field-Moist Intact Soils by Reflectance ..." LINK

"Towards recycling of challenging waste fractions: Identifying flame retardants in plastics with optical spectroscopic techniques" LINK




Agriculture NIR-Spectroscopy Usage

"Plants : Comparative Analysis of the NDVI and NGBVI as Indicators of the Protective Effect of Beneficial Bacteria in Conditions of Biotic Stress" LINK

"Agriculture : Online Detection and Classification of Moldy Core Apples by Vis-NIR Transmittance Spectroscopy" LINK

"Aggregate size distribution of arid and semiarid laboratory soils (< 2 mm) as predicted by VIS-NIR-SWIR spectroscopy" LINK

"Application of near-infrared spectroscopy to agriculture and forestry" LINK

"Dry heating, moist heating, and microwave irradiation of coldclimateadapted barley grainEffects on ruminantrelevant carbohydrate and molecular structural spectral profiles" LINK

"Nutrient digestibility and predicting the energy content of pig feeds" LINK

"Comparative study of different wavelength selection methods in the transfer of crop kernel qualitive near-infrared models" LINK

"Agronomy : Monitoring of Nitrogen Indices in Wheat Leaves Based on the Integration of Spectral and Canopy Structure Information" LINK

"... visualization and quantification of total acid and reducing sugar contents in fermented grains by combining spectral and color data through hyperspectral imaging" LINK

"Biomarkers and biosensors for the diagnosis of noncompliant pH, dark cutting beef predisposition, and welfare in cattle" LINK




Forestry and Wood Industry NIR Usage

"A spectral analysis of stem bark for boreal and temperate tree species" | LINK

"Optical properties of transparent wood composites prepared using transverse sections of poplar wood" | LINK




Food & Feed Industry NIR Usage

"Foods : Oxidative Stability and Antioxidant Activity of Selected Cold-Pressed Oils and Oils Mixtures" LINK

"Predicting Single Kernel Moisture and Protein Content of Mushroom Popcorn Using NIR Spectroscopy: Tool for Determining Their Effect on Popping Performance" LINK

"Research on Physicochemical Properties, Microscopic Characterization and Detection of Different Freezing-damaged Corn Seeds" LINK

"Estimating cadmium-lead concentrations in rice blades through fractional order derivatives of foliar spectra" LINK

"Recent advances in emerging techniques for non-destructive detection of seed viability: A review" seedtesting seedGermination seedquality NDT nondestructiveTesting seeds LINK




Laboratory and NIR-Spectroscopy

"Optimizing a Standard Spectral Measurement Protocol to Enhance the Quality of Soil Spectra: Exploration of Key Variables in Lab-Based VNIR-SWIR Spectral ..." LINK




Other

"A Robust Functional Partial Least Squares for ScalaronMultipleFunction Regression" LINK

"Planetary Terrestrial Analogues Library Project: 3. Characterization of Samples With MicrOmega" LINK

"LASER-BASED SORTING OF CONSTRUCTION AND DEMOLITION WASTE FOR THE CIRCULAR ECONOMY" LINK

"A robust functional partial least squares for scalaronmultiplefunction regression" LINK

"Facebook trained AI to fool facial recognition systems, and it works on live video" deepfakes deidentification LINK

"Optical properties and novelty preparation PVA/PVP doping with Cu as surface plasmonic ions" LINK





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NIR-Predictor – Frequently Asked Questions (FAQ) / Häufig gestellte Fragen / Domande frequenti


NIR-Predictor – FAQ

Please also refer to the NIR-Predictor – Manual and check the Hints and Notes.


How to Configure / Load / Import / Activate / Setup / Use the Calibrations (*.cm) in NIR-Predictor?

Chapter “Configure the Calibrations for prediction usage” – NIR-Predictor – Manual


Do you have a calibration file for XY ?

We create custom calibrations out of your NIR + Lab measurements of XY.
We do not sell off-the-shelf calibrations.


I have downloaded the software but can’t see it?

Please note, that the download time will be very short, because of the small file size.
Check your browser’s download folder. The download is the file “NIR-PredictorVx.y.zip”


Why a .zip and no installer (Setup.exe) ?

Because a .zip deploy keeps it simple for all:

  • easy : no Administrator rights needed to install, delete it to uninstall
  • harmless : no system changes during setup
  • transparency : you see what you get

Is there a command line (CLI) version of NIR-Predictor ?

If you want to customize it in all details, our OEM API for NIR-instrument-software (White-Label) integration gives you full access. If you are an NIR-Vendor (or similar) please contact us via email info@CalibrationModel.com


The free NIR-Predictor does not create a model, what is wrong ?

As the name says, the NIR-Predictor just predicts NIR data with a model. To create a model you need to send your data to the CalibrationModel service, after development process you get an email with a link to the calibration where it can be purchased and downloaded.


Why does the creation of the PropertyFile.txt take so long with hundrets of spectra files?

It normally takes only 1-10 seconds not minutes.
Make sure that the spectra data files are stored locally on your main drive
and not on a cloud-drive or network storage or slow USB thumb drive or SD-Card.


Is there a way to use converted ASCII spectrum data to be used in NIR-Predictor?

Yes, this is the simplest ASCII CSV file format the NIR-Predictor supports.
And there are other formats supported.


Can you convert old calibration data from vendor A to be integrated to our new vendor B NIRS calibration data in our instrument?

No, we don’t do model or spectra conversion / transformation (aka model transfer).
We build optimized models with wavelength compatible data.


Does NIR-Predictor contain any malware, spyware or adware?

No, NIR-Predictor does not contain any malware, spyware or adware.


How to copy the prediction results from the table in the browser?

Copy selected columns from the table.
By holding down the Ctrl key, rectangular areas in the table can be selected with the mouse and copied to the clipboard with Ctrl+C and then copied to a spreadsheet program with Ctrl+V.


Will an expired calibration still work?

No. Until you extend the usage time.

The expired calibration file will be moved to the CalibrationExpired folder on the next start of NIR-Predictor or “Search and load Calibrations” menu function.

Selected Calibration files from the folder CalibrationExpired can be send to info@CalibrationModel.com with your Request file (.req) files for extending their usage time.

There is the possibility to get a perpetual usage, which means their is no expiration (valid until 2050).

That way you can get the time extended calibration back, that behaves exactly as the one before with extended usage time.


What does the calibration Expiration date mean exactly on the Prediction Report?

The Expiration date, it is the final day when the calibration will be valid (similar to credit cards).


What does the (number) in brackets after the [range] mean?

During the creation of a Calibration Request the NIR-Predictor shows a message containing

” ‘Prop1’ / “Quantitative [1.40 – 2.90] (154) “

here 154 is the number of unique values in the property range.


How long does it take to create of the property file and calibration request file from 500 spectra files?

Use a local folder on your computer (not a network drive) for your spectra files then the property file and the calibration request file is created in around 1-3 seconds. (measured on a system with SSD drive, Intel i7, 2.4 GHz)


I tried to create the calibration request and got the error message: The number of Property Values of all spectra are different?

Use the generated PropertiesBySpectra (Note: Spectra not Sample) template file.
Do not reformat the generated template file, just fill in the Property values and save as Text CSV (*.csv) file (not as Excel file “.xlsx”).


Are you able to create the calibration if we only have 20 spectra?

To create a reliable quantitative calibration you need measured spectra of at least 48..60 (more is better) different samples with different Lab-values in the required measuring range!
The NIR-Predictor will check for that automatically.


Same sample measured multiple times (replicate measurements), how to enter the Lab-value only once in Property file?

Use the created PropertiesBySample template (not the PropertiesBySpectra).


Different samples with exact the same Lab-value, how to enter the Lab-Values?

Entering the Lab-values into the generated PropertiesBySpectra template the NIR-Predictor detects them as the same Sample and as a result we have too less different values to build a calibration.
But in my case these are different samples with exact the same Lab-value, how to do?

You have to cheat a little bit to make NIR-Predictor do not detect same sample as measured multiple times.
This is because most NIR users do replicate measurements on the same sample and NIR-Predictor looks for that.
In PropertiesBySpectra modify the values a little bit to make them different, e.g.
0.18
0.18001
0.18002


Is the free NIR-Predictor software you provide for anyone to download and use?

Yes, if downloaded directly from our homepage by the user.
See also Software License Agreement


What is an Outlier?

The spectrum is an outlier to the model, if the spectrum is not similar with the spectra and lab-values the model is built with.

The default setting in NIR-Predictor Menu > “Report with Simplified Outlier Symbols”
is ON, that will show only the worst case instead of all combinations to have a simplified minimal information.
if OFF, that will show the combinations (e.g. “XO=” or “XO” or “O=” or “X=”), which is more informative for analyzing problem cases.
See also manual chapter Outliers.


If something is wrong, please tell us