Spectroscopy and Chemometrics/Machine-Learning News Weekly #40, 2021

NIR Calibration-Model Services

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Spectroscopy and Chemometrics News Weekly 39, 2021 | 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 39, 2021 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 39, 2021 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK




Near-Infrared Spectroscopy (NIRS)

“Convenient use of near-infrared spectroscopy to indirectly predict the antioxidant activitiy of edible rose (Rose chinensis Jacq “Crimsin Glory” HT) petals during …” LINK

“Near-infrared emission from spatially indirect excitons in type II ZnTe/CdSe/(Zn,Mg)Te core/double-shell nanowires” LINK

“Rapid Detection of Fatty Acids in Edible Oils Using Vis-NIR Reflectance Spectroscopy with Multivariate Methods” LINK

“An Improved Residual Network for Pork Freshness Detection using Near-Infrared Spectroscopy” LINK

“Methylglyoxal Adducts Levels in Blood Measured on Dried Spot by Portable Near-Infrared Spectroscopy” LINK

“Application of Near-Infrared Spectroscopy to statistical control in freeze-drying processes” LINK

“TeaNet: Deep learning on Near-Infrared Spectroscopy (NIR) data for the assurance of tea quality” LINK

“Detecting Residual Awareness in Patients With Prolonged Disorders of Consciousness: An fNIRS Study” | LINK

“Dry Matter Estimation of Standing Corn with Near-infrared Reflectance Spectroscopy” LINK

“Conditional-GAN Based Data Augmentation for Deep Learning Task Classifier Improvement Using fNIRS Data” | LINK

“Application of Various Algorithms for Spectral Variable Selection in NIRS Modeling of Red Ginseng Extraction” LINK

“Vis-NIR hyperspectral imaging along with Gaussian process regression to monitor quality attributes of apple slices during drying” LINK

“Potential of Near Infrared Spectroscopy as a Rapid Method to Discriminate OTA and Non-OTA-Producing Mould Species in a Dry-Cured Ham Model System” LINK

“Pendugaan Tingkat Fermentasi Kakao Secara Non-Destruktif dengan NIRS” LINK

“Penentuan Tingkat Kekerasan dan Kemanisan Buah Naga Merah (Hylocereus polyrhizus) Secara Nondestruktif Menggunakan Near Infrared Spectroscopy (NIRS)” LINK




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

” A NOVEL PROTEIN STRUCTURE ELUCIDATION TECHNIQUE BY CIRCULAR DICHROISM AND NEAR INFRARED SPECTROSCOPY” LINK

“A novel strategy of “pick the best of the best” for the nondestructive identification of Poria cocos based on near-infrared spectroscopy” LINK

“The Neural Processing of Vocal Emotion After Hearing Reconstruction in Prelingual Deaf Children: A Functional Near-Infrared Spectroscopy Brain Imaging Study” LINK

“Antinutrient to mineral molar ratios of raw common beans and their rapid prediction using near-infrared spectroscopy” LINK

“Effect of spectral pretreatment on qualitative identification of adulterated bovine colostrum by near-infrared spectroscopy” LINK

“A Rotational-Linear Sample Probing Device to Improve the Performance of Compact Near-Infrared Spectrophotometers” LINK

“Machine Learning Calibration for Near TS Infrared Spectroscopy Data: A Visual kkS Programming Approach” LINK




Hyperspectral Imaging (HSI)

“Selecting informative bands for partial least squares regressions improves their goodness-of-fits to estimate leaf photosynthetic parameters from hyperspectral data” LINK

“Hyperspectral detection of salted sea cucumber adulteration using different spectral preprocessing techniques and SVM method” LINK

“An automated approach for fringe frequency estimation and removal in infrared spectroscopy and hyperspectral imaging of biological samples” LINK

“New evidence from hyperspectral imaging analysis on the effect of photobiomodulation therapy on normal skin oxygenation” LINK




Chemometrics and Machine Learning

“The Use of Chemometrics for Classification of Sidaguri (<i>Sida rhombifolia</i>) Based on FTIR Spectra and Antiradical Activities” LINK

“Massive spectral data analysis for plant breeding using parSketch-PLSDA method: Discrimination of sunflower genotypes” LINK

“Htype indices with applications in chemometrics I: hmultiple similarity index” LINK

“Near-Infrared Spectroscopy and Machine Learning-Based Classification and Calibration Methods in Detection and Measurement of Anionic Surfactant in Milk” LINK

“Remote Sensing : Validation of FY-3D MERSI-2 Precipitable Water Vapor (PWV) Datasets Using Ground-Based PWV Data from AERONET” LINK

“Verified the rapid evaluation of the edible safety of wild porcini mushrooms, using deep learning and PLS-DA” LINK

“Foods : Imaging Spectroscopy and Machine Learning for Intelligent Determination of Potato and Sweet Potato Quality” LINK

“Estimating the Forage Neutral Detergent Fiber Content of Alpine Grassland in the Tibetan Plateau Using Hyperspectral Data and Machine Learning Algorithms” LINK

“Optical spectroscopy methods for the characterization of sol-gel materials” LINK

“Sensors : Machine Learning Enhances the Performance of Bioreceptor-Free Biosensors” LINK

“Agronomy : How Different Cooking Methods Affect the Phenolic Composition of Sweet Potato for Human Consumption (Ipomea batata (L.) Lam)” LINK




Equipment for Spectroscopy

“Miniaturized VIS-NIR Spectrometers Based on Narrowband and Tunable Transmission Cavity Organic Photodetectors with Ultrahigh Specific Detectivity above 10(14) Jones” LINK

In the market for a palm spectrometer, bandpass filter, or microscopy stage? Those and more are featured in the October Product Showcase out today. | photonics optics LINK

“PORTABLE NEAR INFRARED SPECTROMETER DENGAN SENSOR AS7263 UNTUK PENDUGAAN SIFAT KIMIA JERUK SIAM (CITRUS NOBILIS) SECARA NON …” LINK




Process Control and NIR Sensors

“Multi-modal diffuse optical spectroscopy for high-speed monitoring and wide-area mapping of tissue optical properties and hemodynamics” LINK

“Process analytical technique (PAT) miniaturization for monoclonal antibody aggregate detection in continuous downstream processing” LINK

“Development of a Robust Control Strategy for Fixed-Dose Combination Bilayer Tablets with Integrated Quality by Design, Statistical, and Process Analytical …” LINK




Environment NIR-Spectroscopy Application

“Recent Advances in Plasmonic Photocatalysis Based on TiO2 and Noble Metal Nanoparticles for Energy Conversion, Environmental Remediation, and Organic Synthesis” LINK

“Mapping liquid water content in snow: An intercomparison of mixed-phase optical property models using hyperspectral imaging and in situ measurements” LINK

“Estimating Atterberg limits of soils from reflectance spectroscopy and pedotransfer functions” LINK




Agriculture NIR-Spectroscopy Usage

“Seeing the wood for the trees: hyperspectral imaging for high throughput QTL detection in raspberry, a perennial crop species” LINK

“Agronomy : Effect of Different Edaphic Crop Conditions on the Free Amino Acid Profile of PH-16 Dry Cacao Beans” LINK




Horticulture NIR-Spectroscopy Applications

“Application of Hyperspectral Imaging for Maturity and Soluble Solids Content Determination of Strawberry With Deep Learning Approaches” LINK

“Predicting soluble solids content in “Fuji” apples of different ripening stages based on multiple information fusion” LINK




Food & Feed Industry NIR Usage

“Effects of cultivars and fertilization levels on the quality of brown and polished rice” LINK

“Foods : Physicochemical and Functional Properties of Snack Bars Enriched with Tilapia (Oreochromis niloticus) by-Product Powders” LINK

“Using data science to combat poverty” | BASE foodwaste LINK

“Foods : HPLC Fingerprints for the Characterization of Walnuts and the Detection of Fraudulent Incidents” LINK

“A novel approach to identify the spectral bands that predict moisture content in canola and wheat” LINK




Medicinal Spectroscopy

“Investigating spectroscopic measurement of sublingual veins and tissue to estimate central venous oxygen saturation” LINK

“Detection of the Communication Site by Indocyanine Green Adsorbed to Human Serum Albumin Fluorescence During Surgery for a Pleuroperitoneal …” LINK

“INFLUENCE OF SEX ON LOWER LIMB SKELETAL MUSCLE OXIDATIVE CAPACITY AND MUSCLE DIFFUSION IN ENDURANCE TRAINED INDIVIDUALS” LINK




Other

“Efecto del ambiente ruminal y la fuente de fibra sobre la dinámica de desaparición de la materia orgánica y sus componentes en bovinos en confinamiento.” LINK

“催熟对采后菠萝品质的影响与光谱识别” LINK



Spectroscopy and Chemometrics News Weekly #27, 2021

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 26, 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)

“Modelling of the optical signature of oil slicks at sea for the analysis of multi-and hyperspectral VNIR-SWIR images” LINK

“Sensors : A Guide to Parent-Child fNIRS Hyperscanning Data Processing and Analysis” LINK

“Evaluation of Pozzolanic Activity of Metakaolin Chemometric Method According to the UV-VIS-NIR Spectroscopy” | LINK

“Determining the end-date of long-ripening cheese maturation using NIR hyperspectral image modelling: A feasibility study” LINK

“NIRResponsive Ti3C2 MXene Colloidal Solution for Curing Purulent Subcutaneous Infection through the Nanothermal Blade Effect” LINK

“On-line Powerplant Control using Near-InfraRed Spectroscopy: OPtiC-NIRS” LINK

“Maturity determination at harvest and spatial assessment of moisture content in okra using Vis-NIR hyperspectral imaging” LINK

“Predicting anemia using NIR spectrum of spent dialysis fluid in hemodialysis patients” | LINK

“Analysis methods for measuring passive auditory fNIRS responses generated by a block-design paradigm” LINK

“Boosting the generalization ability of Vis-NIR-spectroscopy-based regression models through dimension reduction and transfer learning” LINK




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

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

“Continuous downstream processing of milled electrospun fibers to tablets monitored by near-infrared and Raman spectroscopy” LINK

“Suitability of the muscle O2 resaturation parameters most used for assessing reactive hyperemia: a near-infrared spectroscopy study” LINK

“Fourier transform infrared spectroscopic analysis of organic archaeological materials: background paper” LINK

“Near infrared technique as a tool for the rapid assessment of waste wood quality for energy applications” LINK

“Research Note: Nondestructive detection of super grade chick embryos or hatchlings using near-infrared spectroscopy” LINK

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

“Contaminant detection in pistachio nuts by different classification methods applied to short-wave infrared hyperspectral images” LINK

“Prediction of fatty acid and mineral composition of lentils using near infrared spectroscopy” LINK

“Intact Macadamia Nut Quality Assessment Using Near-Infrared Spectroscopy and Multivariate Analysis” LINK

“Identification of Armeniacae Semen Amarum and Persicae Semen from different origins based on near infrared hyperspectral imaging technology” LINK

“Applicability of Raman and Near-infrared Spectroscopy in the Monitoring of freeze-drying injectable ibuprofen” LINK

“Monitoring Breast Reconstruction Flaps Using Near-Infrared Spectroscopy Tissue Oximetry” | LINK

“Prediction of Peking duck intra-muscle fat content by near-infrared spectroscopy” LINK




Hyperspectral Imaging (HSI)

“Combination of spectral and image information from hyperspectral imaging for the prediction and visualization of the total volatile basic nitrogen content in cooked …” | LINK

“A Spectrum Extension Approach for Radiometric Calibration of the Advanced Hyperspectral Imager Aboard the Gaofen-5 Satellite” LINK

“Affinity between Bitumen and Aggregate in Hot Mix Asphalt by Hyperspectral Imaging and Digital Picture Analysis” “Coatings LINK




Chemometrics and Machine Learning

“Remote Sensing : Sentinel-1 and 2 Time-Series for Vegetation Mapping Using Random Forest Classification: A Case Study of Northern Croatia” LINK

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

“Fast quantification of total volatile basic nitrogen (TVB-N) content in beef and pork by near-infrared spectroscopy: Comparison of SVR and PLS model” LINK

“Nutritive quality prediction of peaches during storage” LINK




Research on Spectroscopy

“Efficient Maize Tassel-Detection Method using UAV based Remote Sensing” LINK

“A Mini Review on Characteristics and Analytical Methods of Otilonium Bromide” LINK

“Design of an Innovative Methodology for Cerebrospinal Fluid Analysis: Preliminary Results” Sensors LINK

“Effect of Na doping on microstructures, optical and electrical properties of ZnO thin films grown by sol-gel method” LINK




Process Control and NIR Sensors

“Conjugated Organic Photothermal Films for Spatiotemporal Thermal Engineering” LINK

“Extended neuromonitoring in aortic arch surgery” | LINK




Agriculture NIR-Spectroscopy Usage

“Fostering soil sustainability and food safety in urban agricultural areas of Naples, Italy” LINK

“The Application of Near Infrared Reflectance Spectroscopy in Nutrient Ingredient Determination of Silage Maize” LINK

“Identification of soybean varieties based on hyperspectral imaging technology and onedimensional convolutional neural network” LINK

“Minerals, Vol. 11, Pages 576: Flow Properties Analysis and Identification of a Fly Ash-Waste Rock Mixed Backfilling Slurry” LINK

“Applied Sciences, Vol. 11, Pages 5023: Drying Stress and Strain of Wood: A Review” LINK

“Spectral analysis of total phosphorus in soils based on its diagnostic reflectance spectra” LINK




Horticulture NIR-Spectroscopy Applications

“Concurrent starch accumulation in stump and high fruit production in coffee (Coffea arabica)” LINK




Food & Feed Industry NIR Usage

“Foods : Potential Contribution of Climate Change to the Protein Haze of White Wines from the French Southwest Region” LINK

” Foods : Is the Consumer Ready for Innovative Fruit Wines? Perception and Acceptability of Young Consumers” LINK




Pharma Industry NIR Usage

“[ZITATION][C] Bilateral acute macular neuroretinopathy following COVID‐19 infection” LINK




Medicinal Spectroscopy

“Utility of Ultrasonographic Assessment of Distal Femoral Arterial Flow during Minimally Invasive Valve Surgery” LINK

“Revealing Inflammatory Indications Induced by Titanium Al-loy Wear Debris in Periprosthetic Tissue by Label-Free Correla-tive High-Resolution Ion, Electron …” LINK




Laboratory and NIR-Spectroscopy

“Use of non-destructive instrumental techniques to evaluate effects of gamma irradiation, quality and sensory attributes in orange juice” LINK




Other

“Crossing the threshold: new insights on exercise thresholds and acute recovery from high-intensity exercise” LINK

“The polymeric glyco-linker controls the signal outputs for plasmonic gold nanorod biosensors due to biocorona formation” LINK

“近红外光谱传感物联网研究与应用进展” LINK

“Charge Transport in and Electroluminescence from sp<sup>3</sup>-Functionalized Carbon Nanotube Networks” LINK

“Unprecedented Thermal Stability of Plasmonic Titanium Nitride Films up to 1400 °C” LINK

“CopperBased Plasmonic Catalysis: Recent Advances and Future Perspectives” LINK





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NIR-Predictor Download

The free NIR-Predictor software
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Beside the free NIR-Predictor software with Windows user interface,
the real-time Predictor Engine is also available
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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.


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