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

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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


“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


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


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