Spectroscopy and Chemometrics/Machine Learning News Weekly #39, 2021

NIR Calibration-Model Services

“NIR-Predictor is a FREE Windows App capable of reporting the analysis results of the prediction data from any NIR spectrometer.” | NIRanalysis NIRspectrometer NIRcalibration NIRprediction NIRresults NIRS NIR LINK

How to create Near-Infrared Spectroscopy Equations today? | Application Prozess Chemie NIR Engineer Lab NIR ag LINK

Spectroscopy and Chemometrics/Machine Learning News Weekly 38, 2021 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

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

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



Near-Infrared Spectroscopy (NIRS)

“Effectiveness of visible – Near infrared spectroscopy coupled with simulated annealing partial least squares analysis to predict immunoglobulins G, A, and M concentration in bovine colostrum” LINK

“Prospector is an Android app capable of capturing, storing, visualizing, and exporting data from … handheld NIR spectrometers.” | AndroidApp handheldNIR NIRspectrometers LINK

“NIR-Predictor is a FREE Windows App capable of reporting the analysis results of the prediction data from any NIR spectrometer.” | NIRanalysis NIRspectrometer NIRcalibration NIRprediction NIRresults NIRS NIR LINK

“Shining NIR light on ivory: A practical enforcement tool for elephant ivory identification” LINK

“Foods : Near-Infrared Spectroscopy (NIRS) as a Tool for Classification of Pre-Sliced Iberian Salchichón, Modified Atmosphere Packaged (MAP) According to the Official Commercial Categories of Raw Meat” LINK

“NIRS as a biomarker of bowel ischaemia & surgical pathology: a meta-analysis of studies in newborns” LINK




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

“Cluster Analysis for IR and NIR Spectroscopy: Current Practices to Future Perspectives” LINK

“Bibliometric Analysis of Near-infrared Spectroscopy in Global Food Areas” LINK

“Prospector: A mobile application for portable, high‐throughput near‐infrared spectroscopy phenotyping” LINK

“Effects of spectral transformations in support vector machine on predicting’Arumanis’ mango ripeness using near-infrared spectroscopy” LINK

“Sammons mapping regression for the quantitative analysis of glucose from both mid infrared and near infrared spectra” LINK

“An Overview of Near Infrared Spectroscopy and Its Applications in the Detection of Genetically Modified Organisms” GMO LINK

“Application of machinelearning methods to milk mid-infrared spectra for discrimination of cow milk from pasture or total mixed ration diets” LINK

“Application of Near Infrared Spectroscopy and Hyperspectral Imaging Technology to Detect Fruit Maturity” LINK




Hyperspectral Imaging (HSI)

“Pigment analysis based on a line-scanning fluorescence hyperspectral imaging microscope combined with multivariate curve resolution” LINK

“Hyperspectral image processing for the identification and quantification of lentiviral particles in fluid samples” LINK

“Remote Sensing : Evaluation of Point Hyperspectral Reflectance and Multivariate Regression Models for Grapevine Water Status Estimation” LINK

“Evaluation of Transmission Raman spectroscopy and NIR Hyperspectral Imaging for the assessment of content uniformity in solid oral dosage forms” LINK




Chemometrics and Machine Learning

“IJERPH : Prediction Models of Early Childhood Caries Based on Machine Learning Algorithms” LINK

“Mushroom’s Evaluation Based on FT-IR Fingerprint and Chemometrics” | mushrooms mushroom mushroomHunting LINK

“Applied Sciences : Adaptable and Explainable Predictive Maintenance: Semi-Supervised Deep Learning for Anomaly Detection and Diagnosis in Press Machine Data” LINK

“Forensics Applications of Raman Spectroscopy, ATR FT-IR, and Chemometrics” LINK

“Foods : Vibrational Spectroscopy Combined with Chemometrics as Tool for Discriminating Organic vs. Conventional Culture Systems for Red Grape Extracts” LINK




Facts

“Plants : To What Extent Are the Effects of UV Radiation on Grapes Conserved in the Resulting Wines?” LINK

“Foods : How Do the Different Types of Carrier and Drying Techniques Affect the Changes in Physico-Chemical Properties of Powders from Chokeberry Pomace Extracts?” LINK




Research on Spectroscopy

“Polymers : Ansamitocin P3-Loaded Gold-NanoCage Conjugated with Immune Checkpoint Inhibitor to Enhance Photo-Chemo-Thermal Maturation of Dendritic Cells for Hepatocellular Carcinoma” LINK

“Research on the online rapid sensing method of moisture content in famous green tea spreading” LINK




Equipment for Spectroscopy

“Application of hand-held near-infrared and Raman spectrometers in surface treatment authentication of cork stoppers” LINK




Process Control and NIR Sensors

“Charge-Transfer in Panchromatic Porphyrin-Tetracyanobuta-1,3-diene-Donor Conjugates: Switching the Role of Porphyrin in the Charge Separation Process” LINK




Environment NIR-Spectroscopy Application

“Assessing Soil Organic Matter Content in a Coal Mining Area through Spectral Variables of Different Numbers of Dimensions” LINK




Agriculture NIR-Spectroscopy Usage

“New $20m feed technology facility: Production efficiency is a big area for us ” LINK

“Remote Sensing : Broadacre Crop Yield Estimation Using Imaging Spectroscopy from Unmanned Aerial Systems (UAS): A Field-Based Case Study with Snap Bean” LINK

“An effective strategy for the monitoring of microplastics in complex aquatic matrices: Exploiting the potential of near infrared hyperspectral imaging (NIR-HSI)” LINK

“Agronomy : The Effect of Tytanit Foliar Application and Different Nitrogen on Fibre Fraction Content and the Feed Value of Festulolium braunii” LINK

“Hyperspectral imaging as an emerging tool to analyze microplastics: A systematic review and recommendations for future development” LINK




Food & Feed Industry NIR Usage

“Effectiveness of two different at-line instruments for the assessment of cheese composition, major minerals and fatty acids content” LINK

“Feasibility study on quantification and authentication of the cassava starch content in wheat flour for bread-making using NIR spectroscopy and Digital Images” LINK




Pharma Industry NIR Usage

“Exploiting spatio-spectral aberrations for rapid synchrotron infrared imaging” LINK




Other

“Integrated sedimentary and high-resolution mineralogical characterisation of Ordovician shale from Canning Basin, Western Australia: Implications for facies …” LINK





.

Spectroscopy and Chemometrics News Weekly #28, 2021

NIR Calibration-Model Services

NIR User? Get better results faster | Food Science QC Lab Laboratory Manager chemist LabWork Chemie Analytik LINK

Spectroscopy and Chemometrics News Weekly 27, 2021 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

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

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



Near-Infrared Spectroscopy (NIRS)

“17th International Conference on Near Infrared Spectroscopy-Book of Abstracts” |ience/nir-abstracts/papers/near-infrared-spectroscopy-using-a-supercontinuum-laser—application-to-long-wavelength-transmission-spectra-of-barley- LINK

“Prediction Performance and Economic Efficiency of Soft Sensors for in-Line Water Content Monitoring in Fluidized Bed Granulation: PP-Based Model vs. NIRS-Based …” LINK

“Evaluation of Quality Parameters of Açaí Oil During Thermal Oxidation Using NIRS and Chemometrics” | LINK

“Caffeine content calibration model on green beans arabica Mandailing Natal coffee using NIRS and artificial neural network” LINK

“PREDICTING HYPERGLYCEMIA USING NIR SPECTRUM OF SPENT FLUID IN HEMODIALYSIS PATIENTS” LINK

“Determination of multiple components in urine using FT-MIR, NIR, and FT-Raman spectroscopic” LINK

“Near-Infrared Spectroscopy (NIRS) and Optical Sensors for Estimating Protein and Fiber in Dryland Mediterranean Pastures. AgriEngineering 2021LINK




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

“Near Infrared Technology” LINK

“A simple multiple linear regression model in near infrared spectroscopy for soluble solids content of pomegranate arils based on stability competitive adaptive re …” LINK

“Nondestructive determination of GABA in germinated brown rice with near infrared spectroscopy based on wavelet transform denoising” LINK

“Soil characterization by near-infrared spectroscopy and principal component analysis1” LINK

“Classification of Prefrontal Cortex Activity Based on Functional Near-Infrared Spectroscopy Data upon Olfactory Stimulation” LINK

“Determination of Fatty Acid Content of Rice during Storage Based on Feature Fusion of Olfactory Visualization Sensor Data and Near-Infrared Spectra” LINK

“Near infrared spectroscopy to rapid assess the rubber tree clone and the influence of maturation and disease at the leaves” LINK

“Fraud Detection in Batches of Sweet Almonds by Portable Near-Infrared Spectral Devices” LINK

“Near Infrared Reflectance Spectroscopy Analysis to Predict Diet Composition of a Mountain Ungulate Species” LINK

“Simultaneous determination of five micro-components in Chrysanthemum morifolium (Hangbaiju) using near-infrared hyperspectral imaging coupled with deep …” LINK

“NEAR-INFRARED SPECTROSCOPY ANALYSIS TECHNOLOGY BASED ON SINGLE SAMPLE” LINK

“Mineralogy of the far-side lunar surface explored by Chang’E-4 with visible and near-infrared reflectance spectra” LINK

“Precise high-throughput online near-infrared spectroscopy assay to determine key cell wall features associated with sugarcane bagasse digestibility” | LINK




Raman Spectroscopy

“Noninvasive identification of turmeric and saffron dyes in proteinaceous textile fibres using Raman spectroscopy and multivariate analysis” LINK

“Raman Spectroscopy Can Distinguish Glyphosate-Susceptible and -Resistant Palmer Amaranth (Amaranthus palmeri)” | LINK

“Possibility of Human Gender Recognition Using Raman Spectra of Teeth” LINK




Hyperspectral Imaging (HSI)

“Fusion of Hyperspectral Images. Looking at the structure of vegetal tissues: a case study.” LINK

“Hyperspectral imaging for prediction of surface roughness in laser powder bed fusion” LINK

“The Applications of Hyperspectral Imaging Technology for Agricultural Products Quality Analysis: A Review” LINK

“Design and demonstration of airborne imaging system for target detection based on area-array camera and push-broom hyperspectral imager” LINK

“Unaligned Hyperspectral Image Fusion via Registration and Interpolation Modeling” LINK




Chemometrics and Machine Learning

“Generalized Unsupervised Clustering of Hyperspectral Images of Geological Targets in the Near Infrared” LINK

“Foods : Sensory and Olfactometry Chemometrics as Valuable Tools for Assessing Hops Aroma Impact on Dry-Hopped Beers: A Study with Wild Portuguese Genotypes” LINK

“A fast and low-cost approach to quality control of alcohol-based hand sanitizer using a portable near infrared spectrometer and chemometrics” LINK

“Monitoring vitamin C extraction using multivariate calibration models by NIR1” LINK

“Remote Sensing : Inter-Annual Variability in the Antarctic Ice Sheets Using Geodetic Observations and a Climate Model” LINK

“Sensors : Radar Sensing for Activity Classification in Elderly People Exploiting Micro-Doppler Signatures Using Machine Learning” LINK

“Remote Sensing : UAV Remote Sensing Estimation of Rice Yield Based on Adaptive Spectral Endmembers and Bilinear Mixing Model” LINK

“Foods : Amino Acid Profiling with Chemometric Analysis as a Feasible Tool for the Discrimination of Marine-Derived Peptide Powders” LINK

“Sensors : Multi-Scale Superpixels Dimension Reduction Hyperspectral Image Classification Algorithm Based on Low Rank Sparse Representation Joint Hierarchical Recursive Filtering” LINK

“A regional-scale hyperspectral prediction model of soil organic carbon considering geomorphic features” LINK

“Molecules : In Situ Decarboxylation-Pressurized Hot Water Extraction for Selective Extraction of Cannabinoids from Cannabis sativa. Chemometric Approach” LINK

“A robot system for the autodetection and classification of apple internal quality attributes” LINK

“Calibration Maintenance Application of Near-infrared Spectrometric Model in Food Analysis” LINK

“Spectroscopic measurement approaches in evaluation of dry rubber content of cup lump rubber using machine learning techniques” LINK

“Dodecyl-substituted poly (3, 4-ethylenedioxyselenophene): polymerization and its solution-processable applications for electrochromic and organic solar cells” | LINK

“Application of Visible/Near Infrared Spectrometers to Quickly Detect the Nitrogen, Phosphorus, and Potassium Content of Chemical Fertilizers” Applied Sciences LINK




Process Control and NIR Sensors

“Unveiling meloxicam monohydrate process of dehydration by an at-line vibrational multi-spectroscopy approach” LINK




Environment NIR-Spectroscopy Application

“Minerals : Multisource Data Analysis for Gold Potentiality Mapping of Atalla Area and Its Environs, Central Eastern Desert, Egypt” LINK

“Effect of Biofertilizers Application on Soil Biodiversity and Litter Degradation in a Commercial Apricot Orchard” LINK

“Agronomy : Genotypic and Environmental Effect on the Concentration of Phytochemical Contents of Lentil (Lens culinaris L.)” LINK

“Chemosensors : A Potentiometric Electronic Tongue as a Discrimination Tool of Water-Food Indicator/Contamination Bacteria” LINK




Agriculture NIR-Spectroscopy Usage

“Near infrared spectroscopy of plantation forest soil nutrients in Sabah, Malaysia, and the potential for microsite assessment” LINK

“Beverages : Physicochemical Changes Occurring during Long-Time Fermentation of the Indigenous Alcoholic Sorghum-Based Beverages Brewed in Northern Cameroon” LINK

“Leveraging Computer Vision for Applications in Biomedicine and Geoscience” | LINK

“Dietary Patterns and the Risk of Inflammatory Bowel Disease: Findings from a Case-Control Study” Nutrients LINK

“Soil Nutrient and Vegetation Diversity Patterns of Alpine Wetlands on the Qinghai-Tibetan Plateau” Sustainability LINK

“Assessment of Soil Quality under Different Soil Management Strategies: Combined Use of Statistical Approaches to Select the Most Informative Soil Physico-Chemical Indicators” Applied Sciences LINK

“Nondestructive phenotyping fatty acid trait of single soybean seeds using reflective hyperspectral imagery” LINK




Horticulture NIR-Spectroscopy Applications

“Neural Network based Prediction of Soluble Solids Concentrationin Oriental Melon using VIS/NIR spectroscopy” LINK




Food & Feed Industry NIR Usage

“Nondestructive identification of barley seeds varieties using hyperspectral data from two sides of barley seeds” LINK

“The effect of cryogrinding and size separation on bioactive profile of buckwheat hulls” LINK

“Vis-NIR spectroscopic and chemometric models for detecting contamination of premium green banana flour with wheat by quantifying resistant starch content” LINK




Other

“Sustainability : The Role of Co-Creating Value and Its Outcomes in Higher Education Marketing” LINK

“Multitechnique characterization of glass mosaic tesserae from Villa di Teodorico in Galeata (Italy)” LINK

“Controlled pDNA Release in Gemini Cationic Lipoplexes by Femtosecond Laser Irradiation of Gold Nanostars” LINK

“Random Lasing Detection of Mutant Huntingtin Expression in Cells” Sensors LINK

“Multi-sensors data fusion approach for site-specific seeding of consumption and seed potato production” | LINK





.

NIR-Predictor Download

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



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



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

What’s new, see Release Notes

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

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

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

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

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


Start Calibrate

See also: