Spectroscopy and Chemometrics/Machine-Learning News Weekly #8, 2022

NIR Calibration-Model Services

Spectroscopy and Chemometrics News Weekly 7, 2022 | 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

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Near-Infrared Spectroscopy (NIRS)

“Nirs Technology (Near Infrared Reflectance Spectroscopy) for Detecting Soil Fertility Case Study in Aceh Province” LINK

“Fourier transform and near infrared dataset of dialdehyde celluloses used to determine the degree of oxidation with chemometric analysis” LINK

“NIRS and Aquaphotomics Trace Robusta-to-Arabica Ratio in Liquid Coffee Blends” LINK

“Development of a generic NIRS calibration pipeline using deep learning and model ensembling: application to some reference datasets” LINK

“Foods : Rapid Differentiation of Unfrozen and Frozen-Thawed Tuna with Non-Destructive Methods and Classification Models: Bioelectrical Impedance Analysis (BIA), Near-Infrared Spectroscopy (NIR) and Time Domain Reflectometry (TDR)” LINK

“Rapid and accurate determination of prohibited components in pesticides based on near infrared spectroscopy” LINK

“NIR spectroscopic methods for monitoring blend potency in a feed frame – calibration transfer between offline and inline using a continuum regression filter” LINK

“A FT-NIR Process Analytical Technology Approach for Milk Renneting Control” LINK

“Construction and Verification of a Mathematical Model for Near-Infrared Spectroscopy Analysis of Gel Consistency in Southern Indica Rice” LINK

“Research on Construction of Visible-Near Infrared Spectroscopy Analysis Model for Soluble Solid Content in Different Colors of Jujube” LINK

“Quantitative Detection of Agaricus Bisporus Freshness Based on VIS-NIR Spectroscopy” LINK

“Foods : Rapid Determination of β-Glucan Content of Hulled and Naked Oats Using near Infrared Spectroscopy Combined with Chemometrics” LINK

“A ready-to-use portable VIS-NIR spectroscopy device to assess superior EVOO quality” | LINK

“Challenges, Opportunities and Recent Advances in Near Infrared Spectroscopy Applications for Monitoring Blend Uniformity in the Continuous Manufacturing of Solid …” LINK

“The use of near-infrared reflectance spectroscopy (NIRS) to predict dairy fibre feeds in vitro digestibility” LINK

“Near-Infrared Reflectance Spectroscopy (NIRS) detection to differentiate morning and afternoon milk based on nutrient contents and fatty acid profiles” LINK

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

“Near infrared spectroscopy to predict plaque progression in plaque-free artery regions” LINK

“The evolution of chemometrics coupled with near infrared spectroscopy for fruit quality evaluation” LINK

“Quantitative Detection of Agaricus Bisporus Freshness Based on VIS-NIR Spectroscopy” LINK

“Application of SG-MSC-MC-UVE-PLS Algorithm in Whole Blood Hemoglobin Concentration Detection Based on Near Infrared Spectroscopy” LINK

“Near infrared reflectance spectroscopy as a tool to predict non-starch polysaccharide composition and starch digestibility profiles in common monogastric …” LINK

“Development of SOP for NIRS spectral measurement on fresh grounded yam tubers and cassava roots” LINK

“Development of calibration models within a closed feed frame to determine drug concentration using near infrared spectroscopy” LINK

“Amazonian cacao-clone nibs discrimination using NIR spectroscopy coupled to naïve Bayes classifier and a new waveband selection approach” LINK

“Foods : A FT-NIR Process Analytical Technology Approach for Milk Renneting Control” LINK

“Study on Soil Salinity Estimation Method of “Moisture Resistance” Using Visible-Near Infrared Spectroscopy in Coastal Region” LINK

“Can Grassland Chemical Quality Be Quantified Using Transform Near-Infrared Spectroscopy?” LINK

“High Near-Infrared Reflective Zn 1-x A x WO 4 Pigments with Various Hues Facilely Fabricated by Tuning Doped Transition Metal Ions (A= Co, Mn, and Fe)” LINK

“Rapid Differentiation of Unfrozen and Frozen-Thawed Tuna with Non-Destructive Methods and Classification Models: Bioelectrical Impedance Analysis (BIA), Near-Infrared Spectroscopy (NIR) and Time Domain Reflectometry (TDR)” LINK

“The Relationship Between Genetic Variations and NIRs Differences of Eucalyptus Pellita Provenances” LINK

“Prediction of quality of total mixed ration for dairy cows by near infrared reflectance spectroscopy and empirical equations” LINK




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

“Agricultural products quality determination by means of near infrared spectroscopy” LINK

“A Near-Infrared TDLAS Online Detection Device for Dissolved Gas in Transformer Oil” LINK

“Near-Infrared Spectroscopy Detection of Cotton/Polyester Content Based on Dropout Deep Belief Network” LINK

“Study on Near-Infrared Spectrum Acquisition Method of Non-Uniform Solid Particles” LINK

“Scanning interferometric near-infrared spectroscopy” LINK

“A broadband near‐infrared Sc1‐x(PO3)3:xCr3+ phosphor with enhanced thermal stability and quantum yield by Yb3+ codoping” LINK

“Minerals : Geometallurgical Characterisation with Portable FTIR: Application to Sediment-Hosted Cu-Co Ores” LINK




Hyperspectral Imaging (HSI)

“Developing deep learning based regression approaches for prediction of firmness and pH in Kyoho grape using Vis/NIR hyperspectral imaging” LINK

“Robustness and accuracy evaluation of moisture prediction model for black tea withering process using hyperspectral imaging” LINK




Spectral Imaging

“Remote Sensing : Improved Method to Detect the Tailings Ponds from Multispectral Remote Sensing Images Based on Faster R-CNN and Transfer Learning” LINK




Chemometrics and Machine Learning

“Nir Spectral Techniques and Chemometrics Applied to Food Processing” | LINK

“Consistent Value Creation from Bioprocess Data with Customized Algorithms: Opportunities Beyond Multivariate Analysis” LINK

“Effect of variable selection algorithms on model performance for predicting moisture content in biological materials using spectral data” LINK

“Chemometrics: An Excavator in Temperature-Dependent Near-Infrared Spectroscopy” LINK

“Development of Calibration-Free/Minimal Calibration Wavelength Selection for Iterative Optimization Technology Algorithms toward Process Analytical Technology Application” LINK




Equipment for Spectroscopy

“The utility of a near-infrared spectrometer to predict the maturity of green peas (Pisum sativum)” LINK

“Effect of lanthanum content on the thermophysical properties and near-infrared reflection properties of lanthanum-cerium oxides” LINK




Process Control and NIR Sensors

“Emerging non-destructive imaging techniques for fruit damage detection: Image processing and analysis” LINK




Environment NIR-Spectroscopy Application

“Fusion of visible nearinfrared and midinfrared data for modelling key soilforming processes in loess soils” LINK




Agriculture NIR-Spectroscopy Usage

“Preharvest phenotypic prediction of grain quality and yield of durum wheat using multispectral imaging” LINK

“Remote Sensing : A Random Forest Algorithm for Retrieving Canopy Chlorophyll Content of Wheat and Soybean Trained with PROSAIL Simulations Using Adjusted Average Leaf Angle” LINK

“Agriculture : Application of Fourier Transform Infrared Spectroscopy and Multivariate Analysis Methods for the Non-Destructive Evaluation of Phenolics Compounds in Moringa Powder” LINK




Horticulture NIR-Spectroscopy Applications

“Nondestructive detection of total soluble solids in grapes using VMDRC and hyperspectral imaging” LINK




Forestry and Wood Industry NIR Usage

“Influence of growth parameters on wood density of Acacia auriculiformis” | LINK




Food & Feed Industry NIR Usage

“Data fusion of near-infrared diffuse reflectance spectra and transmittance spectra for the accurate determination of rice flour constituents” LINK




Medicinal Spectroscopy

“Carbon Dots with Intrinsic Bioactivities for Photothermal Optical Coherence Tomography, tumorspecific Therapy and Postoperative Wound Management” LINK




Other

“Potential denitrification activity response to long-term nitrogen fertilization-A global meta-analysis” LINK

“Annealing induced phase transformation from amorphous to polycrystalline SnSe2 thin film photo detector with enhanced light-matter interaction” LINK

“MoS2/PVA Hybrid Hydrogel with Excellent LightResponsive Antibacterial Activity and Enhanced Mechanical Properties for Wound Dressing” LINK

“Influence of Substrate Temperature on Structural and Optical Properties of Co-Evaporated Cu2SnS3/ITO Thin Films” | LINK





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Spectroscopy and Chemometrics/Machine-Learning News Weekly #41, 2021


NIR Calibration-Model Services

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Rapid development of robust quantitative methods by near-infrared spectroscopy for foodsafety precisionAg pauto LINK

Spectroscopy and Chemometrics News Weekly 40, 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)

“NIR-chemometric approaches for evaluating carbonization characteristics of hydrothermally carbonized lignin” | LINK

“Quantitative Detection of Components in Polymer-Bonded Explosives through Near-Infrared Spectroscopy with Partial Least Square Regression” LINK

“Spectral-Coding-Based Compressive Single-Pixel NIR Spectroscopy in the Sub-Millisecond Regime” LINK

“Sensors : Generation of the NIR Spectral Band for Satellite Images with Convolutional Neural Networks” LINK

“NIR-chemometric approaches for evaluating carbonization characteristics of hydrothermally carbonized lignin” | LINK

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

“Evaluating the Precision and Accuracy of Proximal Soil vis-NIR Sensors for Estimating Soil Organic Matter and Texture” LINK

“Classification of N, P, and K concentrations in durian (Durio Zibethinus Murray CV. Mon Thong) leaves using near-infrared spectroscopy” LINK

“Rapid quantitative characterization of tea seedlings under lead-containing aerosol particles stress using Vis-NIR spectra” LINK

“Rapid Authentication and Composition Determination of Cellulose Films by UV-VIS-NIR Spectroscopy” LINK

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

“Remote Sensing : Use of NIRS in Wild Rodents Research: A Review of Timid Beginnings” LINK

“Sensors : Spectral-Coding-Based Compressive Single-Pixel NIR Spectroscopy in the Sub-Millisecond Regime” LINK

“Rapid Nondestructive Simultaneous Detection for Physicochemical Properties of Different Types of Sheep Meat Cut Using Portable Vis/NIR Reflectance Spectroscopy …” LINK

“Geographical Differentiation of Hom Mali Rice Cultivated in Different Regions of Thailand Using FTIR-ATR and NIR Spectroscopy” LINK




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

“Utility of nearinfrared spectroscopy to detect the extent of lipid core plaque leading to periprocedural myocardial infarction” LINK

“NearInfrared Artificial Synapses for Artificial Sensory Neuron System” LINK

“A Wireless Near-Infrared Spectroscopy Device for Flap Monitoring: Proof of Concept in a Porcine Musculocutaneous Flap Model” LINK

“Detection of Brominated Plastics from E-Waste by Short-Wave Infrared Spectroscopy” LINK

“Solvent Effect on Competition Between Weak and Strong Interactions in Phenol Solutions Studied by Near-infrared Spectroscopy and DFT Calculations” | LINK

“Determination of chlorogenic acid in Eucommia ulmoides Oliver extracts by near-infrared spectroscopy” LINK




Hyperspectral Imaging (HSI)

“Spatial Spectral Schroedinger Eigenmaps Approach Based on Spectral Angle Distance for Hyperspectral Imagery Classification” | LINK

“Spectral endmember variability on hyperspectral datasets of a Martian meteorite-Implications for planetary surfaces” LINK

“Spectral Super-Resolution Network Guided by Intrinsic Properties of Hyperspectral Imagery” LINK

“A Hyperspectral Approach For Unsupervised Spoof Detection With Intra-Sample Distribution” LINK




Spectral Imaging

“Sensors : Non-Destructive Identification of Naturally Aged Alfalfa Seeds via Multispectral Imaging Analysis” LINK

“Detection of moisture and carotenoid content in carrot slices during hot air drying based on multispectral imaging equipment with selected wavelengths” | LINK




Chemometrics and Machine Learning

“Molecules : Volatolomics of Sardinian and Spanish Bituminaria: Characterization of Different Accessions Using Chemometrics” LINK

“Remote Sensing : Classification of Plant Ecological Units in Heterogeneous Semi-Steppe Rangelands: Performance Assessment of Four Classification Algorithms” LINK

“Applied Sciences : Evaluation of Mushrooms Based on FT-IR Fingerprint and Chemometrics” LINK

“Applied Sciences : Principal Component Analysis and Machine Learning Approaches for Photovoltaic Power Prediction: A Comparative Study” LINK

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

“AI fake-face generators can be rewound to reveal the real faces they trained on” AI FAKE GAN MachineLearning LINK

“Partial pressure of oxygen in adipose tissue and its relationship with fatness in a natural animal model of extreme fat deposition, the grey seal” | LINK

“Nanomaterials : Pressure-Dependent Clustering in Ionic-Liquid-Poly (Vinylidene Fluoride) Mixtures: An Infrared Spectroscopic Study” LINK




Research on Spectroscopy

“A Data Fusion Method For The Delayering Of X-Ray Fluorescence Images Of Painted Works Of Art” LINK




Equipment for Spectroscopy

“A dimethylaminophenylsubstituted naphtho[1,2b]quinolizinium as multicolor NIR probe for the fluorimetric detection of intracellular nucleic acids and proteins” LINK

“Forests : Correlation of Studies between Colour, Structure and Mechanical Properties of Commercially Produced ThermoWood® Treated Norway Spruce and Scots Pine” LINK




Environment NIR-Spectroscopy Application

“Predicition of Soils Based on Textural Differences by means of Vis-NIR Spectroscopy” LINK

“Visualization of Local Concentration and Viscosity Distribution during Glycerol-Water Mixing in a Y-Shape Minichannel: A Proof-of-Concept-Study” LINK

“Quantitative mapping and spectroscopic characterization of particulate organic matter fractions in soil profiles with imaging VisNIR spectroscopy” LINK




Agriculture NIR-Spectroscopy Usage

“Remote Sensing : Identifying Individual Nutrient Deficiencies of Grapevine Leaves Using Hyperspectral Imaging” LINK

“IJERPH : Preschoolers and Mothers Dietary Practices and Compliance with the 24-h Movement Guidelines: Results of Omans National Nutrition Survey” LINK

ams OSRAM has developed a demonstration system which uses Near Infrared (NIR) spectroscopy to measure the sugar and dry matter content of fruit and other crops. Learn more in our latest blog article: LINK

“Plants : Metabolomic Profiles of Essential Oils from Selected Rosa Varieties and Their Antimicrobial Activities” LINK

“Plants : Comparative Analysis of Detectors and Feature Descriptors for Multispectral Image Matching in Rice Crops” LINK

“Variation in raw milk quality: impact on milk coagulation and cheese ripening” LINK

“Mining QTLs for elevated protein and other major seed composition traits from diverse soybean germplasm” | LINK

“Conversion of lignocellulose and crude glycerol to lipids by oleaginous yeasts-physiology and diversity” LINK

“Earthworm-Collembola interactions affecting water-soluble nutrients, fauna and physiochemistry in a mesocosm manure-straw composting experiment” LINK

“Authentication of plant-based protein powders and classification of adulterants as whey, soy protein, and wheat using FT-NIR in tandem with OC-PLS and PLS-DA …” LINK

“Fodder biomass, nutritive value, and grain yield of dualpurpose Pearl Millet, Sorghum and Maize cultivars across different agroecologies in Burkina Faso” LINK

“Prediction of Drought-Induced Components and Evaluation of Drought Damage of Tea Plants Based on Hyperspectral Imaging” | LINK




Horticulture NIR-Spectroscopy Applications

“Online accurate detection of soluble solids content in navel orange assisted by automatic orientation correction device” LINK

“Metabolic signatures of the true physiological impact of canopy light environment on peach fruit quality” LINK




Food & Feed Industry NIR Usage

Using AI to map cancer-beating in molecules food by robotics AI Bots ArtificialIntelligence Cc: LINK




Chemical Industry NIR Usage

“Polymers : Leverage of Environmental Pollutant Crump Rubber on the Dry Sliding Wear Response of Epoxy Composites” LINK




Pharma Industry NIR Usage

“Biomedicines : Impact of Plasma Xanthine Oxidoreductase Activity on the Mechanisms of Distal Symmetric Polyneuropathy Development in Patients with Type 2 Diabetes” LINK




Medicinal Spectroscopy

“Applied Sciences : Unveiling the Invisible in Uffizi Gallerys Drawing 8P by Leonardo with Non-Invasive Optical Techniques” LINK

“Effects of Foam Rolling Duration on Tissue Stiffness and Perfusion: A Randomized Cross-Over Trial” LINK




Other

“Sustainability : Understanding the Antecedents and Consequences of Service-Sales Ambidexterity: A Motivation-Opportunity-Ability (MOA) Framework” LINK

“Optical and DFT Calculation of HAL Metallic Ba2HoSbO6” LINK

“Thickness dependent studies of chemically grown transparent conducting Cu: ZnS thin films for optoelectronic applications” LINK

“Degradation of endothelial glycocalyx in Tanzanian children with falciparum malaria” LINK

“Development of smart window using an hydroxypropyl cellulose-acrylamide hydrogel and evaluation of weathering resistance and heat shielding effect” LINK