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 News Weekly #13, 2020Spektroskopie und Chemometrie Neuigkeiten Wöchentlich #13, 2020Spettroscopia e Chemiometria Weekly News #13, 2020

CalibrationModel.com

We have updated the free NIR-Predictor-Software Spectral Data format support list for many mobile and benchtop NIR Spectroscopy Sensors. | Used in QualityControl for Food Fruits Milk Meat LINK

CalibrationModel.com has changed the pricing structure and NIRS-Calibration licensing options (including new perpetual and unlimited systems). NIR Spectroscopy Chemometric AutoML Calibration Development Service milk meet food qualitycontrol LINK

"NIR-Spectroscopy Cost & Price Comparison of Chemometrics, MachineLearning and DataScience for NIRS Application Development" | HomeOffice Laboratory Spectroscopy TimeSaving BetterResults TCO LINK

Do you want better NIRS prediction results? Use your Near-Infrared Analysis data and do recalibration adjustment LINK

Spectroscopy and Chemometrics News Weekly 12, 2020 | 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 12, 2020 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot FoodTech Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie LINK

Spettroscopia e Chemiometria Weekly News 12, 2020 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near Infrared

The journal Sensors (ISSN 1424-8220) is currently running a Special Issue  "Using Vis-NIR Spectroscopy for Predicting Quality Compounds in Foods" LINK

"Application of NIRS in Nutrient Composition Evaluation of Lathyrus sativus" LINK

"Forecasting the potential of apple fruitlet drop by in-situ Vis-NIR spectroscopy" LINK

"Near infrared spectroscopy (NIRS) data analysis for a rapid and simultaneous prediction of feed nutritive parameters" LINK

"Evaluation by NIRS technology of curing process of ham with low sodium content" LINK

"Optical transmission spectra study in visible and near-infrared spectral range for identification of rough transparent plastics in aquatic environments." LINK

"Sensors, Vol. 20, Pages 874: Improved Deep CNN with Parameter Initialization for Data Analysis of Near-Infrared Spectroscopy Sensors" LINK

"Terahertz Time of Flight Spectroscopy as a Coating Thickness Reference Method for Partial Least Squares Near Infrared Spectroscopy Models." LINK

"Quantitative detection of apple watercore and soluble solids content by near infrared transmittance spectroscopy" LINK

"Glucose Monitoring in Cell Culture with Online Ultrasound-Assisted Near-Infrared Spectroscopy." LINK

"Development of nearinfrared online grading device for long jujube" LINK

"Nearinfrared reflectance spectroscopy based online moisture measurement in copra" LINK

"Remote Sensing, Vol. 12, Pages 469: Repaid Identification and Prediction of CadmiumLead Cross-Stress of Different Stress Levels in Rice Canopy Based on Visible and Near-Infrared Spectroscopy" LINK

"In vivo relationship between near-infrared spectroscopy-detected lipid-rich plaques and morphological plaque characteristics by optical coherence tomography and …" LINK

"The Kinetic Model of the Peel Brittleness of Stored Cucumis Melons Based on Visible/Near-Infrared Spectroscopy" LINK




Hyperspectral Imaging

"Applied Sciences, Vol. 10, Pages 1173: Rapid and Nondestructive Discrimination of Geographical Origins of Longjing Tea using Hyperspectral Imaging at Two Spectral Ranges Coupled with Machine Learning Methods" LINK

"Remote Sensing, Vol. 12, Pages 537: Detecting the Sources of Methane Emission from Oil Shale Mining and Processing Using Airborne Hyperspectral Data" LINK

"Comparative analysis of mineral mapping for hyperspectral and multispectral imagery" LINK




Chemometrics

"Comparison of the performance of partial least squares and support vector regressions for predicting fatty acids/fatty acid classes in marine oil dietary supplements using vibrational spectroscopic data." LINK

"Prediction of water contents in biscuits using near infrared hyperspectral imaging spectroscopy and chemometrics" LINK

"Vis-NIR Hyperspectral Imaging for the Classification of Bacterial Foodborne Pathogens based on pixel-wise analysis and a novel CARS-PSO-SVM model" LINK

"Using the random forest model and validated MODIS with the field spectrometer measurement promote the accuracy of estimating aboveground biomass and …" LINK




Research

"A spatially resolved transmittance spectroscopy system for detecting internal rots in onions" LINK




Equipment

"Use of a handheld near infrared spectrometer and partial least squares regression to quantify metanil yellow adulteration in turmeric powder" LINK




Agriculture

"Remote Sensing, Vol. 12, Pages 574: Advancing High-Throughput Phenotyping of Wheat in Early Selection Cycles" LINK

"Evaluation of analytical and statistical approaches for predicting in vitro nitrogen solubility and in vivo pre-caecal crude protein digestibility of cereal grains in growing pigs." LINK

"Detecting Frost Stress in Wheat: A Controlled Environment Hyperspectral Study on Wheat Plant Components and Implications for Multispectral Field Sensing" LINK

"Sensors, Vol. 20, Pages 867: Predicting Forage Quality of Warm-Season Legumes by Near Infrared Spectroscopy Coupled with Machine Learning Techniques" LINK

On their page, they offer a "Purchase Instant Access". Or contact the author. LINK

"Detection of Invisible Damage of Kiwi Fruit Based on Hyperspectral Technique" LINK

"Nondestructive detection of storage time of strawberries using visible/near-infrared hyperspectral imaging" LINK

"Scaling up of NIRS facility in Mali for analysis of biomass quality for GLDC crops Final Technical Report" LINK




Food & Feed

"Comparison of various pharmaceutical properties of clobetasol propionate cream formulations - considering stability of mixture with moisturizer." LINK

"Foods, Vol. 9, Pages 154: Rapid Identification and Visualization of Jowl Meat Adulteration in Pork Using Hyperspectral Imaging" LINK




Laboratory

What Lab Manager need to know about NIRSpectroscopy total cost of ownership (TCO) and DataScience. LabManagers LabManager FoodQuality Automate QualityControl foodtech foodtechnologies Laboratory LINK





.

CalibrationModel.com

We have updated the free NIR-Predictor-Software Spectral Data format support list for many mobile and benchtop NIR Spectroscopy Sensors. | Used in QualityControl for Food Fruits Milk Meat LINK

CalibrationModel.com has changed the pricing structure and NIRS-Calibration licensing options (including new perpetual and unlimited systems). NIR Spectroscopy Chemometric AutoML Calibration Development Service milk meet food qualitycontrol LINK

"NIR-Spectroscopy Cost & Price Comparison of Chemometrics, MachineLearning and DataScience for NIRS Application Development" | HomeOffice Laboratory Spectroscopy TimeSaving BetterResults TCO LINK

Do you want better NIRS prediction results? Use your Near-Infrared Analysis data and do recalibration adjustment LINK

Spectroscopy and Chemometrics News Weekly 12, 2020 | 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 12, 2020 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot FoodTech Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie LINK

Spettroscopia e Chemiometria Weekly News 12, 2020 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near Infrared

The journal Sensors (ISSN 1424-8220) is currently running a Special Issue  "Using Vis-NIR Spectroscopy for Predicting Quality Compounds in Foods" LINK

"Application of NIRS in Nutrient Composition Evaluation of Lathyrus sativus" LINK

"Forecasting the potential of apple fruitlet drop by in-situ Vis-NIR spectroscopy" LINK

"Near infrared spectroscopy (NIRS) data analysis for a rapid and simultaneous prediction of feed nutritive parameters" LINK

"Evaluation by NIRS technology of curing process of ham with low sodium content" LINK

"Optical transmission spectra study in visible and near-infrared spectral range for identification of rough transparent plastics in aquatic environments." LINK

"Sensors, Vol. 20, Pages 874: Improved Deep CNN with Parameter Initialization for Data Analysis of Near-Infrared Spectroscopy Sensors" LINK

"Terahertz Time of Flight Spectroscopy as a Coating Thickness Reference Method for Partial Least Squares Near Infrared Spectroscopy Models." LINK

"Quantitative detection of apple watercore and soluble solids content by near infrared transmittance spectroscopy" LINK

"Glucose Monitoring in Cell Culture with Online Ultrasound-Assisted Near-Infrared Spectroscopy." LINK

"Development of nearinfrared online grading device for long jujube" LINK

"Nearinfrared reflectance spectroscopy based online moisture measurement in copra" LINK

"Remote Sensing, Vol. 12, Pages 469: Repaid Identification and Prediction of CadmiumLead Cross-Stress of Different Stress Levels in Rice Canopy Based on Visible and Near-Infrared Spectroscopy" LINK

"In vivo relationship between near-infrared spectroscopy-detected lipid-rich plaques and morphological plaque characteristics by optical coherence tomography and …" LINK

"The Kinetic Model of the Peel Brittleness of Stored Cucumis Melons Based on Visible/Near-Infrared Spectroscopy" LINK




Hyperspectral Imaging

"Applied Sciences, Vol. 10, Pages 1173: Rapid and Nondestructive Discrimination of Geographical Origins of Longjing Tea using Hyperspectral Imaging at Two Spectral Ranges Coupled with Machine Learning Methods" LINK

"Remote Sensing, Vol. 12, Pages 537: Detecting the Sources of Methane Emission from Oil Shale Mining and Processing Using Airborne Hyperspectral Data" LINK

"Comparative analysis of mineral mapping for hyperspectral and multispectral imagery" LINK




Chemometrics

"Comparison of the performance of partial least squares and support vector regressions for predicting fatty acids/fatty acid classes in marine oil dietary supplements using vibrational spectroscopic data." LINK

"Prediction of water contents in biscuits using near infrared hyperspectral imaging spectroscopy and chemometrics" LINK

"Vis-NIR Hyperspectral Imaging for the Classification of Bacterial Foodborne Pathogens based on pixel-wise analysis and a novel CARS-PSO-SVM model" LINK

"Using the random forest model and validated MODIS with the field spectrometer measurement promote the accuracy of estimating aboveground biomass and …" LINK




Research

"A spatially resolved transmittance spectroscopy system for detecting internal rots in onions" LINK




Equipment

"Use of a handheld near infrared spectrometer and partial least squares regression to quantify metanil yellow adulteration in turmeric powder" LINK




Agriculture

"Remote Sensing, Vol. 12, Pages 574: Advancing High-Throughput Phenotyping of Wheat in Early Selection Cycles" LINK

"Evaluation of analytical and statistical approaches for predicting in vitro nitrogen solubility and in vivo pre-caecal crude protein digestibility of cereal grains in growing pigs." LINK

"Detecting Frost Stress in Wheat: A Controlled Environment Hyperspectral Study on Wheat Plant Components and Implications for Multispectral Field Sensing" LINK

"Sensors, Vol. 20, Pages 867: Predicting Forage Quality of Warm-Season Legumes by Near Infrared Spectroscopy Coupled with Machine Learning Techniques" LINK

On their page, they offer a "Purchase Instant Access". Or contact the author. LINK

"Detection of Invisible Damage of Kiwi Fruit Based on Hyperspectral Technique" LINK

"Nondestructive detection of storage time of strawberries using visible/near-infrared hyperspectral imaging" LINK

"Scaling up of NIRS facility in Mali for analysis of biomass quality for GLDC crops Final Technical Report" LINK




Food & Feed

"Comparison of various pharmaceutical properties of clobetasol propionate cream formulations - considering stability of mixture with moisturizer." LINK

"Foods, Vol. 9, Pages 154: Rapid Identification and Visualization of Jowl Meat Adulteration in Pork Using Hyperspectral Imaging" LINK




Laboratory

What Lab Manager need to know about NIRSpectroscopy total cost of ownership (TCO) and DataScience. LabManagers LabManager FoodQuality Automate QualityControl foodtech foodtechnologies Laboratory LINK





.

CalibrationModel.com

We have updated the free NIR-Predictor-Software Spectral Data format support list for many mobile and benchtop NIR Spectroscopy Sensors. | Used in QualityControl for Food Fruits Milk Meat LINK

CalibrationModel.com has changed the pricing structure and NIRS-Calibration licensing options (including new perpetual and unlimited systems). NIR Spectroscopy Chemometric AutoML Calibration Development Service milk meet food qualitycontrol LINK

"NIR-Spectroscopy Cost & Price Comparison of Chemometrics, MachineLearning and DataScience for NIRS Application Development" | HomeOffice Laboratory Spectroscopy TimeSaving BetterResults TCO LINK

Do you want better NIRS prediction results? Use your Near-Infrared Analysis data and do recalibration adjustment LINK

Spectroscopy and Chemometrics News Weekly 12, 2020 | 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 12, 2020 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot FoodTech Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie LINK

Spettroscopia e Chemiometria Weekly News 12, 2020 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near Infrared

The journal Sensors (ISSN 1424-8220) is currently running a Special Issue  "Using Vis-NIR Spectroscopy for Predicting Quality Compounds in Foods" LINK

"Application of NIRS in Nutrient Composition Evaluation of Lathyrus sativus" LINK

"Forecasting the potential of apple fruitlet drop by in-situ Vis-NIR spectroscopy" LINK

"Near infrared spectroscopy (NIRS) data analysis for a rapid and simultaneous prediction of feed nutritive parameters" LINK

"Evaluation by NIRS technology of curing process of ham with low sodium content" LINK

"Optical transmission spectra study in visible and near-infrared spectral range for identification of rough transparent plastics in aquatic environments." LINK

"Sensors, Vol. 20, Pages 874: Improved Deep CNN with Parameter Initialization for Data Analysis of Near-Infrared Spectroscopy Sensors" LINK

"Terahertz Time of Flight Spectroscopy as a Coating Thickness Reference Method for Partial Least Squares Near Infrared Spectroscopy Models." LINK

"Quantitative detection of apple watercore and soluble solids content by near infrared transmittance spectroscopy" LINK

"Glucose Monitoring in Cell Culture with Online Ultrasound-Assisted Near-Infrared Spectroscopy." LINK

"Development of nearinfrared online grading device for long jujube" LINK

"Nearinfrared reflectance spectroscopy based online moisture measurement in copra" LINK

"Remote Sensing, Vol. 12, Pages 469: Repaid Identification and Prediction of CadmiumLead Cross-Stress of Different Stress Levels in Rice Canopy Based on Visible and Near-Infrared Spectroscopy" LINK

"In vivo relationship between near-infrared spectroscopy-detected lipid-rich plaques and morphological plaque characteristics by optical coherence tomography and …" LINK

"The Kinetic Model of the Peel Brittleness of Stored Cucumis Melons Based on Visible/Near-Infrared Spectroscopy" LINK




Hyperspectral Imaging

"Applied Sciences, Vol. 10, Pages 1173: Rapid and Nondestructive Discrimination of Geographical Origins of Longjing Tea using Hyperspectral Imaging at Two Spectral Ranges Coupled with Machine Learning Methods" LINK

"Remote Sensing, Vol. 12, Pages 537: Detecting the Sources of Methane Emission from Oil Shale Mining and Processing Using Airborne Hyperspectral Data" LINK

"Comparative analysis of mineral mapping for hyperspectral and multispectral imagery" LINK




Chemometrics

"Comparison of the performance of partial least squares and support vector regressions for predicting fatty acids/fatty acid classes in marine oil dietary supplements using vibrational spectroscopic data." LINK

"Prediction of water contents in biscuits using near infrared hyperspectral imaging spectroscopy and chemometrics" LINK

"Vis-NIR Hyperspectral Imaging for the Classification of Bacterial Foodborne Pathogens based on pixel-wise analysis and a novel CARS-PSO-SVM model" LINK

"Using the random forest model and validated MODIS with the field spectrometer measurement promote the accuracy of estimating aboveground biomass and …" LINK




Research

"A spatially resolved transmittance spectroscopy system for detecting internal rots in onions" LINK




Equipment

"Use of a handheld near infrared spectrometer and partial least squares regression to quantify metanil yellow adulteration in turmeric powder" LINK




Agriculture

"Remote Sensing, Vol. 12, Pages 574: Advancing High-Throughput Phenotyping of Wheat in Early Selection Cycles" LINK

"Evaluation of analytical and statistical approaches for predicting in vitro nitrogen solubility and in vivo pre-caecal crude protein digestibility of cereal grains in growing pigs." LINK

"Detecting Frost Stress in Wheat: A Controlled Environment Hyperspectral Study on Wheat Plant Components and Implications for Multispectral Field Sensing" LINK

"Sensors, Vol. 20, Pages 867: Predicting Forage Quality of Warm-Season Legumes by Near Infrared Spectroscopy Coupled with Machine Learning Techniques" LINK

On their page, they offer a "Purchase Instant Access". Or contact the author. LINK

"Detection of Invisible Damage of Kiwi Fruit Based on Hyperspectral Technique" LINK

"Nondestructive detection of storage time of strawberries using visible/near-infrared hyperspectral imaging" LINK

"Scaling up of NIRS facility in Mali for analysis of biomass quality for GLDC crops Final Technical Report" LINK




Food & Feed

"Comparison of various pharmaceutical properties of clobetasol propionate cream formulations - considering stability of mixture with moisturizer." LINK

"Foods, Vol. 9, Pages 154: Rapid Identification and Visualization of Jowl Meat Adulteration in Pork Using Hyperspectral Imaging" LINK




Laboratory

What Lab Manager need to know about NIRSpectroscopy total cost of ownership (TCO) and DataScience. LabManagers LabManager FoodQuality Automate QualityControl foodtech foodtechnologies Laboratory LINK





.

Simple Spectra File Format for CalibrationModel.com NIR-PredictorEinfaches Spektren-Dateiformat für CalibrationModel.com NIR-PrädiktorSemplice formato di file di Spettri per CalibrationModel.com NIR-Predictor


Raw-spectra files like this can be read with NIR-Predictor.
ExampleSpectrum1, ExampleSpectrum2, ExampleSpectrum3, ExampleSpectrum4

Example Snippet: "spectrum.csv"
Wavelength,The Sample Name
908.100000,0.158719
914.294355,0.161878
920.488710,0.164146
          :
          :
1670.005645,0.169586
1676.200000,0.178225
Specification:
- One File per spectrum.
- File Extension : .csv
- File Name : can be anything
- Fix in first line : "Wavelength"
- Variable in first line : sample name
- Data as value pairs : wavelength,intensity
- Note: the comma "," separation is fix and values need to have a decimal point "."
- Note: that the raw-spectrum is NOT pre-processed (derivatives, normalization).
- Note: the file's "Date modified" will be used as time-stamp for the spectrum.

Start Calibrate


Build a NIR Calibration

To combine multiple NIR spectra files with the Lab values
use the NIR-Predictor function "Create Properties File..." (F6) (see Video)
then use NIR-Predictor function "CreateCalibration Request...". (F7)
For details please see the NIR-Predictor online help (F1)


Raw-spectra files like this can be read with NIR-Predictor.
ExampleSpectrum1, ExampleSpectrum2, ExampleSpectrum3, ExampleSpectrum4

Example Snippet: "spectrum.csv"
Wavelength,The Sample Name
908.100000,0.158719
914.294355,0.161878
920.488710,0.164146
          :
          :
1670.005645,0.169586
1676.200000,0.178225
Specification:
- One File per spectrum.
- File Extension : .csv
- File Name : can be anything
- Fix in first line : "Wavelength"
- Variable in first line : sample name
- Data as value pairs : wavelength,intensity
- Note: the comma "," separation is fix and values need to have a decimal point "."
- Note: that the raw-spectrum is NOT pre-processed (derivatives, normalization).
- Note: the file's "Date modified" will be used as time-stamp for the spectrum.

Start Calibrate


Build a NIR Calibration

To combine multiple NIR spectra files with the Lab values
use the NIR-Predictor function "Create Properties File..." (F6) (see Video)
then use NIR-Predictor function "CreateCalibration Request...". (F7)
For details please see the NIR-Predictor online help (F1)


Raw-spectra files like this can be read with NIR-Predictor.
ExampleSpectrum1, ExampleSpectrum2, ExampleSpectrum3, ExampleSpectrum4

Example Snippet: "spectrum.csv"
Wavelength,The Sample Name
908.100000,0.158719
914.294355,0.161878
920.488710,0.164146
          :
          :
1670.005645,0.169586
1676.200000,0.178225
Specification:
- One File per spectrum.
- File Extension : .csv
- File Name : can be anything
- Fix in first line : "Wavelength"
- Variable in first line : sample name
- Data as value pairs : wavelength,intensity
- Note: the comma "," separation is fix and values need to have a decimal point "."
- Note: that the raw-spectrum is NOT pre-processed (derivatives, normalization).
- Note: the file's "Date modified" will be used as time-stamp for the spectrum.

Start Calibrate


Build a NIR Calibration

To combine multiple NIR spectra files with the Lab values
use the NIR-Predictor function "Create Properties File..." (F6) (see Video)
then use NIR-Predictor function "CreateCalibration Request...". (F7)
For details please see the NIR-Predictor online help (F1)