Cost comparision / Price comparison of Chemometrics / Machine Learning / Data Science for NIR-Spectroscopy

CalibrationModel.com (CM) versus Others

Costs are not everything, there are other important factors listed in the table.

CM fix € pricing Others € Price Range (approx.)
Software
included
Chemometric Package not‑needed
3500 – 6500 per user
Chemometric Predictor
free‑software
1500 – 2500 per NIR device
Knowledge
included
Chemometric Training not‑needed
1500 – 2500 per user
Chemometrician* Salary not‑needed
1 years Salary / year
(+ risk of Employee Turnover)
Computation
included
Powerful Computer (many Processors, lot of RAM for big data) not‑needed
1500 – 4500 per computer
Development and Usage
fix price
Development of a Calibration
299
80 – 150 / hour
of Chemometrician* using a Chemometric Software (click and wait) and applying it’s knowledge
Usage of a Calibration
299 / year
Total 598 in first year
299 in second year
initial (min 8000 , max 15500)
+ 2 * (2 – 4)(hour to cost same! as CM service) * (80 – 150) Chemometrician* work
no initial cost
very high initial costs
no personnel cost
high personnel* costs
constant CM services
risk of Employee Turnover
global knowledge
risk of only use personal knowledge
easy to calculate fix cost on demand
difficult to calculate variable cost on demand plus Chemometrician* Recruitment needed
Results :
calibration prediction performance
always reproducible highly optimized
only as good as your Chemometrician* daily condition
better prediction performance, due to best-of 10’000x calibrations
small size of experiments, non-optimal calibrations

Start Calibrate

*) Personnel / Chemometrician / Data Scientist / Data Analyst / Machine Learning Engineer : We are not against it, we are one of them a long time ago, but the way the work is done is changing (see below).

2019 Digitalization and the Future of Work: Macroeconomic Consequences
2019 The Digitalization of the American Workforce
2017 Digitalization and the American workforce , full-report

Spectroscopy and Chemometrics News Weekly #26, 2019

CalibrationModel.com

NIR Method Development Service for Labs and NIR-Vendors (OEM) LINK

Spectroscopy and Chemometrics News Weekly 25, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Checking LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 25, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensoren Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Qualitätslabor LINK

Spettroscopia e Chemiometria Weekly News 25, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models LINK




Chemometrics

“X-ray fluorescence and visible near infrared sensor fusion for predicting soil chromium content” LINK

“Staling of white wheat bread crumb and effect of maltogenic a-amylases. Part 2: Monitoring the staling process by using near infrared spectroscopy and chemometrics” LINK

“Rapid and Nondestructive Quantification of Trimethylamine by FT-NIR Coupled with Chemometric Techniques” Fish quality LINK

“Prediction of yerba mate caffeine content using near infrared spectroscopy” LINK

“Journal Highlight: A new flow cell and chemometric protocol for implementing inline Raman spectroscopy in chromatography” LINK

Teaching Machine Learning at the moment and a student asks whether “PCA” stands for “Pretty Cool Algorithm” after I apparently used that phrase… That should really have been deliberate (it wasn’t). I will never use “Principal Component Analysis” again. PrettyCoolAlgorithm LINK

“A screening method based on Visible-NIR spectroscopy for the identification and quantification of different adulterants in high-quality honey.” LINK

“Chemometric studies of the effects of milk fat replacement with different proportions of vegetable oils in the formulation of fat-filled milk powders: Implications for quality assurance.” LINK

“Comparison of Bayesian and partial least squares regression methods for mid-infrared prediction of cheese-making properties in Montbéliarde cows” LINK

“NIR model transfer of alkali-soluble polysaccharides in Poria cocos with piecewise direct standardization” LINK

“Comparison of three different classification methods performance for the determination of biofuel quality by means of NIR spectroscopy” LINK

“Application of hierarchical classification models and reliability estimation by bootstrapping, for authentication and discrimination of wine vinegars by UV-vis spectroscopy” LINK

“Geographical origin traceability of Cabernet Sauvignon wines based on Infrared fingerprint technology combined with chemometrics.” LINK

“Determination of Adulteration Content in Extra Virgin Olive Oil Using FT-NIR Spectroscopy Combined with the BOSSPLS Algorithm” LINK




Near Infrared

“NIR-based Sudan I to IV and Para-Red food adulterants screening.” Paprika adulteration LINK

“Nondestructive detection of rape leaf chlorophyll level based on Vis-NIR spectroscopy.” LINK

“High-throughput analysis of leaf physiological and chemical traits with VIS–NIR–SWIR spectroscopy: a case study with a maize diversity panel” | New phenomics paper from Ge, Schnable, Sigmon and Yang labs of & LINK

High-throughput analysis of leaf physiological and chemical traits with VIS–NIR–SWIR spectroscopy: a case study with a maize diversity panel LINK

“Estimating dry matter and fat content in blocks of Swiss cheese during production using on-line near infrared spectroscopy” LINK

“Temperature-dependent near-infrared spectroscopy for studying the interactions in protein aqueous solutions” LINK

” 滑皮金桔糖度的近红外光谱无损检测技术.” “Non-destructive testing technology of sugar content in Huapikumquat by near infrared spectroscopy” LINK

“Grading and Sorting of Grape Berries Using Visible-Near Infrared Spectroscopy on the Basis of Multiple Inner Quality Parameters” LINK

“Modified silver nanoparticles enhanced single drop micro extraction of tartrazine in food samples coupled with diffuse reflectance Fourier transform infrared spectroscopic analysis” LINK

“Multicolor lanthanide-doped CaS and SrS near-infrared stimulated luminescent nanoparticles with bright emission: application in broad-spectrum lighting, information coding, and bio-imaging.” LINK

“The use of mid-infrared spectra to map genes affecting milk composition” |(19)30485-0/fulltext?rss=yes LINK




Raman

“Semi-Automated Heavy-Mineral Analysis by Raman Spectroscopy” Minerals LINK




Hyperspectral

“Discrimination of astringent and deastringed hard Rojo Brillante persimmon fruit using a sensory threshold by means of hyperspectral imaging” LINK

“Remote Sensing, Vol. 11, Pages 1485: Tensor Based Multiscale Low Rank Decomposition for Hyperspectral Images Dimensionality Reduction” LINK




Agriculture

“Applied Sciences, Vol. 9, Pages 2472: Comparison of Raman and Mid-Infrared Spectroscopy for Real-Time Monitoring of Yeast Fermentations: A Proof-of-Concept for Multi-Channel Photometric Sensors” LINK

“Agronomy, Vol. 9, Pages 293: Field Spectroscopy to Determine Nutritive Value Parameters of Individual Ryegrass Plants” LINK




Pharma

“Quantification of Inkjet-Printed Pharmaceuticals on Porous Substrates Using Raman Spectroscopy and Near-Infrared Spectroscopy” LINK




Laboratory

“Adapted-Consumer-Technology Approach to Making Near-Infrared-Reflectography Visualization of Paintings and Murals Accessible to a Wider Audience” – Journal of Chemical Education LINK





Spectroscopy and Chemometrics News Weekly #25, 2019

CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 24, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Checking LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 24, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 24, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models LINK




Chemometrics

“Classification of hybrid seeds using near-infrared hyperspectral imaging technology combined with deep learning” LINK

“Multivariate Discriminant Analysis of Single Seed Near Infrared Spectra for Sorting Dead-Filled and Viable Seeds of Three Pine Species: Does One Model Fit All Species?” forests LINK

“Development of near infrared spectroscopic methods to predict and understand dissolution of solid oral dosage forms” LINK

” Replication Data for: Towards a global arctic-alpine model for Near-infrared reflectance spectroscopy (NIRS) predictions of foliar nitrogen, phosphorus and …” LINK

” Genetic parameters for cow-specific digestibility predicted by near infrared reflectance spectroscopy” LINK

“Classification of Glycyrrhiza Seeds by Near Infrared Hyperspectral Imaging Technology” LINK

“Comprehensive comparison of multiple quantitative near-infrared spectroscopy models for Aspergillus flavus contamination detection in peanut.” LINK

“Non-Destructive Classification of Fruits Based on Vis-nir Spectroscopy and Principal Component Analysis” LINK




Near Infrared

“Assessment of applied microwave power of intermittent microwave-dried carrot powders from Colour and NIRS” LINK

“Soil Quality Analysis Using Modern Statistics and NIR spectroscopy Procedure” LINK

“Near-infrared diffusereflectance spectroscopy for discriminating fruit and vegetable products preserved in glass containers” LINK




Infrared

“A review of the application of near-infrared spectroscopy to rare traditional Chinese medicine” LINK

“Near-infrared spectroscopy as a tool for in vivo analysis of human muscles” LINK

“Surface Functionality and Water Adsorption Studies of a-Aluminium (III) Oxide Nanoparticles by near Infrared Spectroscopy” LINK

“A comparative study of mango solar drying methods by visible and near-infrared spectroscopy coupled with ANOVA-simultaneous component analysis (ASCA)” LINK

“High throughput phenotyping of Camelina sativa seeds for crude protein, total oil, and fatty acids profile by near infrared spectroscopy” LINK

“Near-infrared spectroscopic study of molecular interaction in ethanol-water mixtures” LINK




Hyperspectral

“Potential of hyperspectral imaging for nondestructive determination of chlorogenic acid content in Flos Lonicerae” LINK

“Thickness estimation of crude oil slicks by hyperspectral data based on partial least square regression method” LINK

“Development of a polarized hyperspectral imaging system for investigation of absorption and scattering properties” LINK

“Hyperspectral Imaging Retrieval Using MODIS Satellite Sensors Applied to Volcanic Ash Clouds Monitoring” LINK




Facts

“Sensor Fusion and Machine Learning for Soil Characterization from Farm to National Scale” LINK




Equipment

“Extension of the Measurable Wavelength Range for a Near-Infrared Spectrometer Using a Plasmonic Au Grating on a Si Substrate.” LINK




Environment

“Application of PROSPECT for estimating Total Petroleum Hydrocarbons in contaminated soils from leaf optical properties” LINK




Agriculture

“Ensemble Identification of Spectral Bands Related to Soil Organic Carbon Levels over an Agricultural Field in Southern Ontario, Canada” LINK

“Saving Old Bones: a non-destructive method for bone collagen prescreening” LINK

“Nondestructive On-site Detection of Soybean Contents Based on An Electrothermal MEMS Fourier Transform Spectrometer” LINK

“Remote Sensing Extraction of Crop Disaster Information Based on Support Vector Machine” LINK

“Remote Sensing, Vol. 11, Pages 1331: Evaluation of Leaf N Concentration in Winter Wheat Based on Discrete Wavelet Transform Analysis” LINK

“Predicting coefficient of linear extensibility and Atterberg limits of fine-grained soils using vis-NIR spectra” LINK




Other

“Effect of external compression on femoral retrograde shear and microvascular oxygenation in exercise trained and recreationally active young men” LINK





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Spectroscopy and Chemometrics News Weekly #21, 2019

CalibrationModel.com

Near Infrared (NIR) Analysis Software, work smart with all NIR Spectrometers for quantitative sensing & detection. NIRS Prediction model software | NIR Lab Application Software | Software Tool for Chemometric Application | Evaluate and develop NIR spectroscopy applications | AnalyticalChemistry LabManger Chemical Analysis Equipment ChemicalAnalysis Analytical Instruments Laboratory LabEquipment LINK

Spectroscopy and Chemometrics News Weekly 20, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Checking LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 20, 2019 | NIRS NIR Spektroskopie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Qualitätslabor LINK

Spettroscopia e Chemiometria Weekly News 20, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models LINK

This week’s NIR news Weekly is sponsored by your-Company-Name-here – Low-Cost-NIRS-Sensors. Check out their product page … link




Chemometrics

“Rapid Recognition of Geoherbalism and Authenticity of a Chinese Herb by Data Fusion of Near-Infrared Spectroscopy (NIR) and Mid-Infrared (MIR) Spectroscopy Combined with Chemometrics” LINK

“Quality Control Parameters in the Roasted Coffee Industry: a Proposal by Using MicroNIR Spectroscopy and Multivariate Calibration” LINK

“复烤片烟常规化学成分的傅里叶变换近红外光谱法的模型转移” “Model Transfer of Routine Chemical Components in Redried Lamina on Fourier Transform Near Infrared Spectroscopy” LINK

“Near-Infrared Spectroscopy for Non-Destructive Prediction of Maturity and Eating Quality of ‘Carabao’Mango (Mangifera indica L.) Fruit” LINK

“The feasibility study of non-destructive detection of cashmere by near-infrared spectroscopy and data driven-based class-modeling” LINK

“On a partial least squares regression model for asymmetric data with a chemical application in mining” LINK

“Optimizing genetic algorithmpartial least squares model of soluble solids content in Fukumoto navel orange based on visiblenearinfrared transmittance spectroscopy using discrete wavelet transform” LINK

“Correlation between the composition of green Arabica coffee beans and the sensory quality of coffee brews.” LINK

“Monitoring model for predicting maize grain moisture at the filling stage using NIRS and a small sample size” LINK

“Argan oil authentication using visible/near infrared spectroscopy combined to chemometrics tools” LINK




Near Infrared

“Quality evaluation of grapes for mechanical harvest using vis NIR spectroscopy” LINK

“FT-NIR spectroscopy coupled with multivariate analysis for detection of starch adulteration in turmeric powder” LINK

Is the gravimetric water content true? NIR spectroscopy gives an answer for polymers and composites – LINK

“Tissue Monitoring with Novel Broadband Light Emitting Diode-Based Near-Infrared Spectroscopy Device” LINK

“Effectiveness of 6-Ischemic Cuff Near Infrared Spectroscopy Mitochondrial Capactity Test” LINK

“Combining Visible− Near-Infrared and Pedotransfer Functions for Parameterization of Tile Drain Flow Simulations” LINK

“Rapid Determination of Chlorogenic Acid, Luteoloside and 3, 5-O-dicaffeoylquinic Acid in Chrysanthemum Using Near-Infrared Spectroscopy” LINK

“Nondestructive Determination and Visualization of Quality Attributes in Fresh and Dry Chrysanthemum morifolium Using Near-Infrared Hyperspectral Imaging” LINK

“Monitoring quality and safety assessment of summer squashes along the food supply chain using near infrared sensors” vegetable LINK




Raman

“Quantitation of trace amorphous solifenacin succinate in pharmaceutical formulations by transmission Raman spectroscopy.” LINK




Hyperspectral

“Estimation of paddy rice leaf area index using machine learning methods based on hyperspectral data from multi-year experiments.” LINK




Equipment

New post: New approach for fibre-based imaging spectrometer | imaging spectroscopy LINK

New product: PocketHawk compact 330–1050 nm spectrometer | UVVIS NIR spectroscopy LINK

New product: NIR MEMS spectrometer | MEMS NIR LINK




Process Control

“Improved solubility of asymmetric tetraethynylporphyrin derivatives for solution-processed organic solar cells” LINK




Agriculture

” ESTIMATION OF CATTLE AGE USING VISIBLE-NEAR-INFRARED SCANS OF HIDES” LINK




Medicinal

Understanding near infrared spectroscopy and its application to skeletal muscle research – new review article in LINK




Other

New product: Hitachi High-Tech Analytical Science launches new Vulcan+ LIBS range | LIBS LINK

“Winter and summer annual biotypes of camelina have different morphology and seed characteristics” LINK





Spectroscopy and Chemometrics News Weekly #19, 2019

CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 18, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QA QC Testing Quality Checking LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 18, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Labor LINK

Spettroscopia e Chemiometria Weekly News 18, 2019 | NIRS NIR Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem prediction models LINK

This week’s NIR news Weekly is sponsored by YourCompanyNameHere – BestNIRinstruments. Check out their product page … link




Chemometrics

“Correlation between the composition of green Arabica coffee beans and the sensory quality of coffee brews” LINK

“High accuracy deternimation of Angelica dahurica origin based on near infrared spectroscopy and random forest pruning algorithm” LINK

“Rapid analysis of the Tanreqing injection by near-infrared spectroscopy combined with least squares support vector machine and Gaussian process modeling techniques.” LINK

“Classification and Identification of Pesticide Residues in Cucumber Based on Near Infrared Spectroscopy” LINK

“Analytical strategies based on near infrared spectroscopy and multivariate calibration for rapid quantification of florfenicol at low-concentrations in medicated-feed pellets” LINK

“Lighting the Ivory Track: Are Near Infrared and Chemometrics Up to the Job? A Proof of Concept” LINK

“NIR spectroscopy-multivariate analysis for discrimination and bioactive compounds prediction of different Citrus species peels” | /> LINK

“Fast and Non-Destructive Prediction of Moisture Content and Chologenic Acid of Intact Coffee Beans Using Near Infrared Reflectance Spectroscopy” LINK

“Characterization of Edible Oils Using NIR Spectroscopy and Chemometric Methods” LINK

“A diffuse reflectance NIR spectroscopy method for determine drug concentration in pharmaceutical production tablets based on a PLS calibration model from manufactured tablets” LINK




Near Infrared (NIR) Spectroscopy

“Estimating forest soil organic carbon content using vis-NIR spectroscopy: Implications for large-scale soil carbon spectroscopic assessment” LINK

“Multivariate data analysis of near-infrared spectra of cultivation medium powders for mammalian cells” LINK

“Rapid-Detection Sensor for Rice Grain Moisture Based on NIR Spectroscopy” LINK

“REC-NIR-BLACK carbon-black free masterbatch provides a second life for black plastic packaging by allowing scanning by near-infrared technology for automated sorting at recovery facilities.” LINK

“Near-infrared spectroscopy for food quality evaluation” LINK

“Near infrared spectroscopy as an alternative method for rapid determination of the solidification point of 2,4,6-trinitrotoluene in production” TNT LINK

“Spectral noise-to-signal ratio priority method with application for visible and near-infrared analysis of whole blood viscosity” LINK




Spectral Imaging

“Multispectral Approach for Identifying Invasive Plant Species Based on Flowering Phenology Characteristics” Remote Sensing LINK




Equipment

“Comparative performance of bench and portable near infrared spectrometers for measuring wood samples of two Eucalyptus species (E. pellita and E. benthamii)” LINK

“Non-destructive determination of silymarin in Silybum marianum extracts with a handheld near infrared spectrometer” LINK




Food & Feed

“A rapid classification of wheat flour protein content using artificial neural network model based on bioelectrical properties” LINK




Laboratory

“Non-destructive Methods to Determine Ripening Quality of Intact Muskmelon” LINK





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Spectroscopy and Chemometrics News Weekly #17, 2019

CalibrationModel.com

“Automated Analytical Method Development for NIRS. Software/Service Solution for Automation of Machine Learning for the NIR-Spectroscopy Domain.” LINK

Develop near infrared spectroscopy applications & freeing up hours of analysts time QAQC QualityManager QualityAssurance LINK

Do you use NIR Spectroscopy for Quality Control? You need to know | GLP GMP QbD PAT OQ PQ pauto testing labs LINK

Increase Your Profit with optimized NIR Accuracy QA QC Food Feed Lab Agriculture crop grain soybean LINK

NIR Machine Learning as a Service, a Game Changer for Productivity and Accuracy/Precision! ( NIRS Spectroscopy AI MLaaS ) LINK

Spectroscopy and Chemometrics News Weekly 16, 2019 | NIRS NIR Spectroscopy Chemometrics Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QC Testing Quality Checking LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 16, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Lab LINK

Spettroscopia e Chemiometria Weekly News 16, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità LINK

These are the “pigments” we have in our NIR application database LINK

We develop Near-Infrared (NIR) Spectroscopy Calibration Models and Software for Chemical Physical Parameter Analysis of Food, Feed, Process … IoT Sensors | NIRS Analytical Laboratory Lab Analysis QC LINK

This week’s NIR news Weekly is sponsored by Your-Company-Name-Here – Best-NIR-spectrometer. Check out their product page … link




Chemometrics

“Study on identification of different producing areas of Gastrodia elata using multivariable selection and two-dimensional correlation spectroscopy of near infrared spectroscopy.” LINK

“Evaluating matcha tea quality index using portable NIR spectroscopy coupled chemometric algorithms” LINK

“A transferable spectroscopic diagnosis model for predicting arsenic contamination in soil.” LINK

“Evaluating matcha tea quality index using portable NIR spectroscopy coupled chemometric algorithms.” LINK

“Cultivar Classification of Single Sweet Corn Seed Using Fourier Transform Near-Infrared Spectroscopy Combined with Discriminant Analysis” LINK

“Comparative nondestructive classification of partial waxy wheats using near-infrared (NIR) and Raman spectroscopy” LINK




Near Infrared

“Cr3+Doped Broadband NIR Garnet Phosphor with Enhanced Luminescence and its Application in NIR Spectroscopy” LINK

“In-line Application of Visible and Near-Infrared Diffuse Reflectance Spectroscopy to Identify Apple Varieties” LINK

“High-Throughput Biochemical Fingerprinting of Oleaginous Aurantiochytrium sp. Strains by Fourier Transform Infrared Spectroscopy (FT-IR) for Lipid and Carbohydrate Productions” LINK

“On-line detection of toxigenic fungal infection in wheat by visible/near infrared spectroscopy” LINK

“Shortwave Near-Infrared Spectroscopy for Rapid Detection of Aflatoxin B1 Contamination in Polished Rice.” LINK

“Detection of cracked shell in intact aromatic young coconut using near infrared spectroscopy and acoustic response methods” LINK

“ASSESSMENT OF THE CHEMICAL CHANGE IN HEAT TREATED PINE WOOD BY NEAR INFRARED SPECTROSCOPY ” LINK




Raman

Microscope-less lab-on-a-chip Raman spectroscopy of cell membranes | TW05 LINK

“Analysis of Cellulose and Lignocellulose Materials by Raman Spectroscopy: A Review of the Current Status” Molecules LINK




Hyperspectral

Simultaneous Hyperspectral Imaging & LiDAR Sensing Platform LINK




Process Control

“Feedforward and Feedback Control of a Pharmaceutical Coating Process” LINK




Agriculture

“Evaluation of the Optimum Harvesting Maturity of Makhwaen Fruit for the Perfumery Industry” Agriculture LINK

“Foods, Vol. 8, Pages 126: Physicochemical Properties and Pollen Profile of Oak Honeydew and Evergreen Oak Honeydew Honeys from Spain: A Comparative Study” LINK

“Early Visual Detection of Wheat Stripe Rust Using Visible/Near-Infrared Hyperspectral Imaging.” LINK

“Foods, Vol. 8, Pages 137: Influence of Supplemental Feed Choice for Pasture-Based Cows on the Fatty Acid and Volatile Profile of Milk” LINK




Food & Feed

“Grape and juice handling: Assessing the use of visible and near infrared spectroscopy to rapidly evaluate the health status of grapes entering wineries” LINK




Pharma

“A rapid and non-destructive method for simultaneous determination of aflatoxigenic fungus and aflatoxin contamination on corn kernels.” LINK




Laboratory

“A Strategy to Assess Quality Consistency of Drug Products.” LINK

“Outsourcing Spectroscopic Analysis?” laboratory spectrometer Lab LINK




Other

“Classifying with confidence using Bayes rule and kernel density estimation” LINK

“Reestablishment of Protium cordatum (Burseraceae) based on integrative taxonomy” LINK

AI Trained on Decades of Food Research Is Making Brand-New Foods | by MachineLearning DeepLearning Cc LINK




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





Spectroscopy and Chemometrics News Weekly #16, 2019

This week’s NIR news Weekly is sponsored by Your Company Name Here – Best NIR machines. Check out their product page … link


CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 15, 2019 | NIRS NIR infrared Spectroscopy Chemometrics Spectral Spectrometer Analytical Chemical Analysis Lab Labs Laboratories Laboratory Software Sensors QC Testing Quality Checking LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 15, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Spektral Sensor Nahinfrarot Chemie Analysengeräte Analysentechnik Analysemethode Laboranalyse Qualitätslabor remote sensing LINK

Spettroscopia e Chemiometria Weekly News 15, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Chem Sensore Attrezzatura analitica Laboratorio analisi prova qualità Hyperspectral LINK




Chemometrics

“Temperature and moisture insensitive prediction of biomass calorific value from near infrared spectra using external parameter orthogonalization” LINK

“Near infrared system coupled chemometric algorithms for the variable selection and prediction of baicalin in three different processes.” LINK

“Forensic classification of black inkjet prints using fourier transform near-infrared spectroscopy and linear discriminant analysis” LINK

“Milk Renneting: Study of Process Factor Influences by FT-NIR Spectroscopy and Chemometrics” LINK

“Comparison of multivariate models and variable selection algorithms for rapid analysis of the chemical composition of field crops” LINK

“Development of near infrared spectroscopy methodology for human albumin determination using a new calibration approach” LINK

“Prediction of Protein Content of Winter Wheat by Canopy of Near Infrared Spectroscopy (NIRS), Using Partial Least Squares Regression (PLSR) and Artificial Neural Network (ANN) Models” LINK

“On-the-Go Sensor Fusion for Prediction of Clay and Organic Carbon Using Pre-processing Survey, Different Validation Methods, and Variable Selection” LINK

“Application of slope/bias algorithm in portable detection of contents of soluble solids of kiwifruit.” LINK




Near Infrared

“ポケット NIRS によるベルベット錯触の発生メカニズムの解明” LINK

“A Machine Learning Approach for the Identification of a Biomarker of Human Pain using fNIRS (functional near-infrared spectroscopy)” LINK

“An innovative multivariate strategy for HSI-NIR images to automatically detect defects in green coffee.” LINK




Infrared

“Preprocessing Ground-Based Visible/Near Infrared Imaging Spectroscopy Data Affected by Smile Effects.” LINK

“Acrylamide Detection in Food Using Near Infrared Spectroscopy” LINK

“Tracing the geographical origin of Sanjiang and Wuchang rice grown in different years by near infrared spectroscopy.” LINK

” FINAL ACCEPTED MANUSCRIPT Near infrared spectroscopy for the discrimination between different residues of the wood processing industry in the pellet …” LINK

“A new approach based on a combination of capacitance and near-infrared spectroscopy for estimating the moisture content of timber” LINK

“Preliminary study on measurement of blood chemistry concentrations in dairy cows serum by near infrared spectroscopy.” LINK




Agriculture

“Improving the quantitative analysis accuracy of bagged liquid components with strong scattering by multi-pathlength data fusion” LINK

“Influence of moisture and grain sizes on the analysis of nutrients in German agricultural soils using DP-LIBS” LINK




Forestry

“UAV-Based Automatic Detection and Monitoring of Chestnut Trees” Remote Sensing LINK




Food & Feed

“Fast non-invasive screening to detect fraud in oil capsules” LINK




Other

Si-Ware Systems’ NeoSpectra-Micro Development Kit offers customers the perfect plug-and-play solution for their analyzing needs. Click here to learn more | IoT SpectralSensing LINK





Spectroscopy and Chemometrics News Weekly #14, 2019

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

This week’s NIR news Weekly is sponsored by Your Company Name Here – Best NIR-instruments. Check out their product page … link


CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 13, 2019 | NIRS NIR Spectroscopy Chemometrics analysis Spectral Spectrometer Spectrometric Analytical Sensors QC Lab Labs Laboratories Laboratory LabServices Software Testing Quality Checking LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 13, 2019 | NIRS NIR Spektroskopie Chemometrie Spektrometer Spektral Sensor Nahinfrarot Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse Qualitätslabor LINK

Spettroscopia e Chemiometria Weekly News 13, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Sensore Attrezzatura analitica Laboratorio analisi prova qualità LINK




Chemometrics

“Fraud detection in hen housing system declared on the eggs’ label: An accuracy method based on UV-VIS-NIR spectroscopy and chemometrics.” LINK

“Use of near infrared reflectance spectroscopy to predict chemical composition of some pastoral species appeased by the dromedaryin southern Tunisia” LINK

“On-line vis-NIR spectroscopy prediction of soil organic carbon using machine learning” LINK

” Kısmi En Küçük Kareler Regresyonu (KEKKR) ve Yapay Sinir Ağı (YSA) Modelleri Kullanarak, Kanopi Kızılötesi Spektroskopisi (KS) ile Kış Buğdayında …” LINK

“Application of invasive weed optimization and least square support vector machine for prediction of beef adulteration with spoiled beef based on visible near-infrared (Vis-NIR) hyperspectral imaging.” LINK

“Comparison of multivariate models and variable selection algorithms for rapid analysis of the chemical composition of field crops” NIRS NIR LINK




Near Infrared

Near-infrared spectroscopy could improve flu vaccine manufacturing NIR virus cell near infrared spectroscopy |rld/magazine/article/707/near-infrared-spectroscopy-could-improve-flu-vaccine-manufacturin.XKcA_t2OuwY.twitter LINK

“Calibration development for nutritional evaluation of Yam (Dioscorea sp.) using Near-Infrared Reflectance Spectrophotometry (NIRS)” LINK

“DETERMINATION OF CAROTENOIDS AND DOBI CONTENT IN CRUDE PALM OIL BY SPECTROSCOPY TECHNIQUES: COMPARISON OF RAMAN AND FT-NIR SPECTROSCOPY” FTNIR NIRS LINK

“Feedforward and Feedback Control of a Pharmaceutical Coating Process.” NIRS LINK

“Development of Portable Non-Invasive Blood Glucose Measuring Device Using NIR Spectroscopy” LINK

“Akurasi Metode NIRS dalam Prediksi Kandungan Kimia Bubuk Green Coffee Bondowoso dengan Model Kubelka-Munk” LINK

“Identification of fiber added to semolina by near infrared (NIR) spectral techniques” LINK




Infrared

“Comparing the Potential of Near-and Mid-Infrared Spectroscopy in Determining the Freshness of Strawberry Powder from Freshly Available and Stored Strawberry” LINK

“Near-Infrared Imaging of Artificial Enamel Caries Lesions with a Scanning Fiber Endoscope” Sensors LINK

“Near-infrared imaging of diseases: A nanocarrier approach.” LINK

“N-Linked Glycosylation and Near-Infrared Spectroscopy in the Diagnosis of Prostate Cancer.” LINK

“Identification of Coal Geographical Origin Using Near Infrared Sensor Based on Broad Learning” LINK

“Online determination of chemical and physical properties of Poly(ethylene vinyl acetate) pellets using a novel method of Near-Infrared spectroscopy combined with angle transform” LINK

“Study on the Processing Technology of Calamine Calcination by Near-Infrared Spectroscopy” LINK

“A new approach to vibrational sum frequency generation spectroscopy using near infrared pulse shaping.” LINK

“Fourier transform near-infrared spectroscopy coupled to a long fibre optic head for the quality control of IBERIAN pork loins: Intact versus minced” LINK




Raman

“Recent Advancement in the Surface-Enhanced Raman Spectroscopy-Based Biosensors for Infectious Disease Diagnosis” LINK




Facts

“A Machine Learning Approach for Biomass Characterization” LINK




Equipment

“Classification of Food Powders with Open Set using Portable VIS-NIR Spectrometer” LINK




Future

“The 2019 Spectroscopy Salary Survey: A Surprising Downtrend” TL;DR : “The 2019 Spectroscopy salary survey results showed a 14% decrease in average base salaries compared to 2018. ” LINK




Environment

” Predicting bioavailability change of complex chemical mixtures in contaminated soils using visible and near-infrared spectroscopy and random forest regression” LINK

“Remote Sensing Techniques for Soil Organic Carbon Estimation: A Review” LINK




Agriculture

1000ogs project on regulated deficit irrigation in orchards of apple blueberry cherry considering the actual fruit developmental stage based on its size & brightening of ground colour (healthy chlorophyll, pheophytin_a) to save water. LINK

“Influence of moisture and grain sizes on the analysis of nutrients in German agricultural soils using DP-LIBS” LINK

“Change in the Microviscosity of Erythrocyte Membranes and Proteins in Blood Plasma after Graphene Oxide Addition: The ESR Spectroscopy Study” LINK




Pharma

“Spectral interval combination optimization (ICO) on rapid quality assessment of Solanaceae plant: a validation study” LINK




Laboratory

“On-farm instant quality analysis” by Cherney Jerry and Cherney Debbie (Progressive Dairyman ) forage laboratory NIR NIRS handheld LINK





Spectroscopy and Chemometrics News Weekly #12, 2019

We develop Near-Infrared (NIR) Spectroscopy Calibration Models and Software for Chemical Physical Parameter Analysis of Food, Feed, Process … IoT Sensors | NIRS Analytical Laboratory Lab Analysis QC LINK

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

CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 11, 2019 | NIRS NIR Spectroscopy Chemometrics analysis Spectral Spectrometer Spectrometric Analytical Sensors QC Lab Labs Laboratories Laboratory Software LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 11, 2019 | NIRS NIR Spektroskopie Chemometrie Proben Analyse Spektrometer Spektral Sensor Nahinfrarot Analysengeräte Analysentechnik Analysemethode Analyzer Nahinfrarotspektroskopie LINK

Spettroscopia e Chemiometria Weekly News 11, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Sensore Attrezzatura analitica LINK

This week’s NIR news Weekly is sponsored by YourCompanyNameHere – BestNIRinstruments. Check out their product page … link




Chemometrics

“Combined analysis of near-infrared spectra, colour, and physicochemical information of brown rice to develop accurate calibration models for determining amylose content.” LINK

“Development, Testing and Validation of a Prototype for Qualification of Substances Based on Near-infrared Spectroscopy” LINK

“Discrimination of Camellia japonica cultivars and chemometric models: An interlaboratory study” LINK

“Evaluation of Machine Learning Approaches to Predict Soil Organic Matter and pH Using vis-NIR Spectra.” LINK




Near Infrared

“A three-wavelength, 240-channel NIRS-DOT system of lock-in photon-counting mode for brain functional investigation” LINK

“NIRS is having a renaissance; but not all the pieces are moving at the same speed” LINK

“POSSIBILITIES AND LIMITATIONS RELATED TO THE APPLICATION OF NIR SPECTROSCOPY IN THE MONITORING OF SOIL CONTAMINATION” LINK


Infrared

“A dual-wavelength spread spectrum-based spectroscopic system For time-domain near-infrared diffuse optical imaging” LINK

“Detection of Plasmodium falciparum infected Anopheles gambiae using near-infrared spectroscopy.” LINK

“Ex Vivo Assessment of Various Histological Differentiation in Human Carotid Plaque with Near-infrared Spectroscopy Using Multiple Wavelengths” LINK

“Near infrared spectroscopy system for quantitative monitoring of renal hemodynamics and oxygenation in rats” LINK

“Understanding the role of water in the aggregation of poly (N, N-dimethylaminoethyl methacrylate) in aqueous solution using temperature-dependent near-infrared spectroscopy” LINK




Hyperspectral

“Multispectral, Aerial Disease Detection for Myrtle Rust (Austropuccinia psidii) on a Lemon Myrtle Plantation” Drones LINK

“Impact of class noise on performance of hyperspectral band selection based on neighborhood rough set theory” LINK




Spectral Imaging

” Estimating Rice Agronomic Traits Using Drone-Collected Multispectral Imagery” Remote Sensing LINK

” Mapping multispectral Digital Images using a Cloud Computing software: applications from UAV images” LINK




Facts

“Could the reliability of classical descriptors of fruit quality be influenced by irrigation and cold storage? The case of mango, a climacteric fruit” LINK




Environment

” Water molecular structure underpins extreme desiccation tolerance of the resurrection plant Haberlea rhodopensis” Aquaphotomics LINK




Agriculture

” Detection of stable QTLs for grain protein content in rice (Oryza sativa L.) employing high throughput phenotyping and genotyping platforms” LINK

“Distinguishing between bread wheat and spelt grains using molecular markers and spectroscopy.” LINK




Laboratory

“Laboratory customized online measurements for the prediction of the key-parameters of biomass quality control” LINK




Other

“Spherical Composite Powder by Coupling Polymethyl Methacrylate and Boron Nitride via Spray Drying for Cosmetic Application” LINK





Spectroscopy and Chemometrics News Weekly #11, 2019

This week’s NIR news Weekly is sponsored by YourCompanyNameHere – BestNIRinstruments. Check out their product page … link


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


CalibrationModel.com

Spectroscopy and Chemometrics News Weekly 10, 2019 | NIRS NIR Spectroscopy Chemometrics analysis Spectral Spectrometer Spectrometric Analytical Sensors LINK

Spektroskopie und Chemometrie Neuigkeiten Wöchentlich 10, 2019 | NIRS NIR Spektroskopie Chemometrie Proben Analyse Spektrometer Spektral Sensor Nahinfrarot Analysengeräte Analysentechnik Analysemethode Analyzer Nahinfrarotspektroskopie LINK

Spettroscopia e Chemiometria Weekly News 10, 2019 | NIRS Spettroscopia Chemiometria analisi chimica Spettrale Spettrometro Sensore Attrezzatura analitica LINK




Chemometrics

” First-Principles and Empirical Approaches to Predicting In Vitro Dissolution for Pharmaceutical Formulation and Process Development and for Product Release Testing” LINK

“Near-Infrared Spectroscopy Analytical Model Using Ensemble Partial Least Squares Regression” LINK




Near Infrared

“Consumer perception of d’Anjou pear classified by dry matter at harvest using near-infrared spectroscopy” LINK

“Small interferometer with wide wavelength coverage” NIREOS LINK

“Application of NIRS to the Direct Measurement of Carbonization in Torrefied Wheat Straw Chars” LINK

“New Near-Infrared Imaging and Spectroscopy of NGC 2071-IR [GA]” 400 Parsec away 😉 LINK

“Medicine Discrimination of NIRS Based on Regularized Collaborative Representation Classification with Gabor Optimizer” LINK




Infrared

“Real-Time Release Testing of Herbal Extract Powder by Near-Infrared Spectroscopy considering the Uncertainty around Specification Limits” LINK

” On-line glucose monitoring by near infrared spectroscopy during the scale up steps of mammalian cell cultivation process development” LINK

“Ex Vivo Assessment of Various Histological Differentiation in Human Carotid Plaque with Near-infrared Spectroscopy Using Multiple Wavelengths.” LINK

“Application of near-infrared spectroscopy for screening the potato flour content in Chinese steamed bread” LINK

“Understanding the role of water in the aggregation of poly(N,N-dimethylaminoethyl methacrylate) in aqueous solution using temperature-dependent near-infrared spectroscopy.” LINK

“Ranking the solubility of ammonia in ionic liquids using near infrared spectroscopy and multivariate curve resolution” LINK

“Breakthrough Potential in Near-Infrared Spectroscopy: Spectra Simulation. A Review of Recent Developments.” LINK

“Screening of maize haploid kernels based on near infrared spectroscopy quantitative analysis” LINK

“An optimized non-invasive glucose sensing based on scattering and absorption separating using near-infrared spectroscopy” LINK




Equipment

“Improving InSitu Estimation of Soil Profile Properties Using a Multi-Sensor Probe.” LINK




Process Control

” DESIGN AND SIMULATION OF AN AUTOMATED POULTRY FEED MIXING MACHINE USING PROCESSCONTROLLER” LINK




Environment

“Laboratory Visible and Near-Infrared Spectroscopy with Genetic Algorithm-Based Partial Least Squares Regression for Assessing the Soil Phosphorus Content of Upland and Lowland Rice Fields in Madagascar” RemoteSensing LINK

“Water molecular structure underpins extreme desiccation tolerance of the resurrection plant Haberlea rhodopensis.” LINK

“The Relation between Soil Water Repellency and Water Content can be Predicted by Vis-NIR Spectroscopy” LINK




Agriculture

“Development of a Low-Cost Multi-Waveband LED Illumination Imaging Technique for Rapid Evaluation of Fresh Meat Quality” LINK

“Distinguishing between bread wheat and spelt grains using molecular markers and spectroscopy.” LINK




Pharma

“FT-IR Spectroscopy Applied for Identification of a Mineral Drug Substance in Drug Products: Application to Bentonite” LINK




Medicinal

“On feasibility of near-infrared spectroscopy for noninvasive blood glucose measurements” LINK