Spectroscopy and Chemometrics/Machine-Learning News Weekly #4, 2023

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Spectroscopy and Chemometrics News Weekly 3, 2023 | 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 3, 2023 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 3, 2023 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK

Near-Infrared Spectroscopy (NIRS)

“Agriculture : Non-Destructive Quality Evaluation of Tropical Fruit (Mango and Mangosteen) Purée Using Near-Infrared Spectroscopy Combined with Partial Least Squares Regression” | LINK

“Large-scale and accurate non-destructive visual to near infrared spectroscopy-based assessment of the effect of rootstock on peach fruit internal quality” LINK

“Exploring the Analytical Complexities in Insect Powder Analysis Using Miniaturized NIR Spectroscopy” LINK

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

“A recognition method of mushroom mycelium varieties based on near-infrared spectroscopy and deep learning model” LINK

“Use of NIR spectroscopy and multivariate regression for prediction of pentosan content in wood pulp” | LINK

“Instant quantification of sugars in milk tablets using near-infrared spectroscopy and chemometric tools” | LINK

“… OF EFFECTIVE COURSE DESIGN INTEGRATING ACTIVE LEARNING AND ANALYSIS WITH NEAR-INFRARED SPECTROSCOPY FOR JAPANESE ENGINEERING …” LINK

“Nutritional Characterization of Hay Produced in Campania Region: Analysis by the near Infrared Spectroscopy (NIRS) Technology” LINK

“Rapid Analysis of Raw Meal Composition Content Based on NIR Spectroscopy for Cement Raw Material Proportioning Control Process” | LINK

“Chemosensors : Point-of-Care Using Vis-NIR Spectroscopy for White Blood Cell Count Analysis” LINK

“Animals : Nutritional Characterization of Hay Produced in Campania Region: Analysis by the near Infrared Spectroscopy (NIRS) Technology” LINK

“Rapid prediction of Yongchuan Xiuya tea quality by using near infrared spectroscopy coupled with chemometric methods” LINK

“Mechanical Property Prediction of Larix gmelinii Wood Based on Vis-Near-Infrared Spectroscopy” LINK

“Foods : Exploring the Analytical Complexities in Insect Powder Analysis Using Miniaturized NIR Spectroscopy” LINK

“A Rapid Detection Method of Toxins-Contaminated Mussels Based on Near-Infrared Spectroscopy Combined with Collaborative Representation Approaches” LINK

“Visible/Near-Infrared Spectroscopy Devices and Wet-Chem Analyses for Grapes (Vitis vinifera L.) Quality Assessment: An Environmental Performance …” LINK

“Esophageal Saturation Monitoring More Accurately Detects Severe Tissue Hypoxia Than Near-infrared Spectroscopy” LINK

“… method based on spectral differences between calibration samples: Application to the fast determination of gasoline octane number with near-infrared spectroscopy” LINK

“… Features of Coronary Atheroma Associated With Coronary Physiological Mismatch: Insights From Fractional Flow Reserve and Near-Infrared Spectroscopy Findings” LINK

“Miniature Submarine using Near-Infrared Spectroscopy to Detect and Collect Microplastics” LINK

“Transmission and reflectance near-infrared spectroscopy for predicting the chemical composition of ground and grain cereals” LINK

“Rapid Detection of Moisture Content in the Processing of Longjing Tea by Micro-Near-Infrared Spectroscopy and a Portable Colorimeter Based on a Data Fusion …” LINK

“A comprehensive study on the quality characteristics of sweet red pepper paste and the evaluation of near-infrared spectroscopy as a rapid alternative tool” LINK

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

“Visible and Near-Infrared Spectroscopy for Determining Pomegranate juice volume” LINK

“Honey quality detection based on near-infrared spectroscopy” LINK

“Nearinfrared Emissive Hypervalent Compounds with Germanium(IV)Fused Azobenzene Conjugated Systems” LINK

“Nurses’ perceptions and use of near infrared spectroscopy in paediatric cardiac intensive care” LINK

“Detection Method for Walnut Shell-Kernel Separation Accuracy Based on Near-Infrared Spectroscopy” LINK

Raman Spectroscopy

“Polymers : Novel Metallo-Supramolecular Polymers with 1-Thioxophosphole Main-Chain Units and Remarkable Photoinduced Changes in Their Resonance Raman Spectra” LINK

“Multivariate analysis of serum surface-enhanced Raman spectroscopy of liver cancer patients” LINK

Hyperspectral Imaging (HSI)

“Near-infrared hyperspectral imaging for online measurement of the viability detection of naturally aged watermelon seeds” | LINK

“Remote Sensing : Monitoring Asbestos Mine Remediation Using Airborne Hyperspectral Imaging System: A Case Study of Jefferson Lake Mine, US” LINK

“Monitoring Marine Oil Spills in Hyperspectral and Multispectral Remote Sensing Data by the Spectral Gene Extraction (SGE) Method” LINK

“Detection of Early Bruises on Apples Using Hyperspectral Reflectance Imaging Coupled with Optimal Wavelengths Selection and Improved Watershed Segmentation …” LINK

“NAPPN Annual Conference Abstract: Using Deep Learning (DL) to Improve Segmentation from RGB and Hyperspectral Imaging Data” LINK

“Multiple adulterants detection in turmeric powder using VIS-SWNIR hyperspectral imaging followed by multivariate curve resolution and classification techniques” LINK

“Application of visible-near-infrared hyperspectral imaging technology coupled with wavelength selection algorithm for rapid determination of moisture content of …” LINK

Chemometrics and Machine Learning

“Remote Sensing : Deep-Learning-Based Feature Extraction Approach for Significant Wave Height Prediction in SAR Mode Altimeter Data” LINK

“Optimization of spectral pre-processing techniques for estimation of surface soil properties from airborne AVIRIS-NG” LINK

“Improving Autoencoders Performance for Hyperspectral Unmixing Using Clustering” LINK

“Quality Outlier Detection for Tobacco Based on Robust Sparse PCA: Advantages and Limitations” LINK

Research on Spectroscopy

“APPLICATION OF THE IR SPECTROMETRY METHOD IN THE SCREENING STUDY OF VARIOUS OAT SPECIES” LINK

Process Control and NIR Sensors

“Sensors : Design and Implementation of Embedded-Based Vein Image Processing System with Enhanced Denoising Capabilities” LINK

“Monitoring green tea fixation quality by intelligent sensors: Comparison of image and spectral information” LINK

Environment NIR-Spectroscopy Application

“Water transparency inversion and influence factor analysis of Qiandao Lake based on Random Forest and GF-5 data” LINK

“Optical remote sensing in Lake Trasimeno: understanding from applications across diverse temporal, spectral and spatial scales” | LINK

“Remote Sensing : Satellite-Based Determination of the Water Footprint of Carrots and Onions Grown in the Arid Climate of Saudi Arabia” | LINK

“Environments : Using Mid-Infrared Spectroscopy to Optimize Throughput and Costs of Soil Organic Carbon and Nitrogen Estimates: An Assessment in Grassland Soils” | LINK

“Long-term saline water drip irrigation alters soil physicochemical properties, bacterial community structure, and nitrogen transformations in cotton” LINK

“Alterations in soil pH emerge as a key driver of the impact of global change on soil microbial nitrogen cycling: Evidence from a global meta‐analysis” LINK

Agriculture NIR-Spectroscopy Usage

“Hybrid MWCNTs/Ag Nanofiller Reinforced PVP/CMC Blend-Based Polymer Nanocomposites for Multifunctional Optoelectronic and Nanodielectric Applications” | LINK

“Differential Diagnosis of Postoperative Hyperlactatemia” LINK

“Assessment of Soil Characteristics Using a Three-Band Agricultural Digital Camera” LINK

Horticulture NIR-Spectroscopy Applications

“An Intelligent Near-Infrared Diffuse Reflectance Spectroscopy Scheme for the Non-Destructive Testing of the Sugar Content in Cherry Tomato Fruit” LINK

Medicinal Spectroscopy

“Novel Device for Improving Stroke Detection During Surgery” LINK

“A comprehensive review of cerebral oximetry in cardiac surgery” LINK

Laboratory and NIR-Spectroscopy

“Optimizing ExoMars 2022 Rover Remote Sensing Multispectral Science: Cross-Rover Comparison using Laboratory and Orbital Data” LINK

Other

” The Heat Treatment of Pink Zoisite” | LINK

“An asymmetric low concentrator and spectral splitting approach to bifacial fourterminal photovoltaic modules” LINK

“Fabrication of graphene-based sensor for exposure to different chemicals” | LINK

“Integrated Spectral Sensors” LINK

“Penentuan Kandungan Asam Malat Dan Total Padatan Terlarut Buah Sawo (Manilkara zapota) Secara Non Destruktif Menggunakan Spektroskopi Visible Near …” LINK

Spectroscopy and Chemometrics Machine-Learning News Weekly #3, 2023

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Spectroscopy and Chemometrics News Weekly 2, 2023 | 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 2, 2023 | NIRS NIR Spektroskopie MachineLearning Spektrometer IoT Sensor Nahinfrarot Chemie Analytik Analysengeräte Analysentechnik Analysemethode Nahinfrarotspektroskopie Laboranalyse LINK

Spettroscopia e Chemiometria Weekly News 2, 2023 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl 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)

“Rapid prediction of Yongchuan Xiuya tea quality by using near infrared spectroscopy coupled with chemometric methods” LINK

“Optimal Hounsfield Threshold for Lipid-Rich Plaque by Artificial Intelligence-Enabled Quantitative CT Using Near-Infrared Spectroscopy” LINK

“An improved method for predicting soluble solids content in apples by heterogeneous transfer learning and near-infrared spectroscopy” LINK

“Sensors : Assessment of Intestinal Ischemia-Reperfusion Injury Using Diffuse Reflectance VIS-NIR Spectroscopy and Histology” LINK

“APLIKASI SPEKTROSKOPI FOURIER TRANSFORM NEAR-INFRARED (FT-NIR) UNTUK DETEKSI PENAMBAHAN GULA SEMUT KELAPA DAN GULA MERAH …” LINK

“Determination of Lipid-Rich Plaque by Artificial Intelligence-Enabled Quantitative Computed Tomography Using Near-Infrared Spectroscopy” LINK

“Research on construction method and validity mechanism of robust analysis model in snow peach quality detection based on visible-near infrared spectroscopy” LINK

online Webinair 5.04.08 State-of-Art NIR Spectroscopy for Wood Science and Technology, January 24th 2023, 13h-14h30 CEST online with Teams. LINK

“Identification of milk powder brands by visible-near infrared spectroscopy based on principal component analysis and neural networks” LINK

“Near Infrared Spectroscopy coupled to Chemometrics for the authentication of donkey milk” LINK

“Vis-NIR 초분광 영상을 이용한 토마토 숙도 판정에 관한 연구” LINK

“Applied Sciences : Construction and Application of Detection Model for Leucine and Tyrosine Content in Golden Tartary Buckwheat Based on Near Infrared Spectroscopy” LINK

“Rapid detection of adulteration of goat milk and goat infant formulas using near-infrared spectroscopy fingerprints” LINK

“Rapid determination of acidity index of peanut during storage by a portable near-infrared spectroscopy system” LINK

“In-Line Vis-NIR Spectral Analysis for the Column Chromatographic Processes of the Ginkgo biloba L. Leaves. Part II: Batch-to-Batch Consistency Evaluation of the …” LINK

“Near-Infrared Spectroscopy for Pomegranate Quality Measurement and Prediction” LINK

“Fast and robust NIRS-based characterization of raw organic waste: using non-linear methods to handle water effects” LINK

“Development of a wireless multichannel near-infrared spectroscopy sensor system for monitoring muscle activity” LINK

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

“Hazelnut quality detection based on deep learning and near-infrared spectroscopy” LINK

“Initial results from near-infrared spectroscopy on ADITYA-U tokamak” LINK

“Soil Nitrogen Content Detection Based on Near-Infrared Spectroscopy” LINK

Hyperspectral Imaging (HSI)

“Evaluation of near-infrared hyperspectral imaging for the assessment of potato processing aptitude” LINK

“Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis” LINK

“A Combination of Near-Infrared Hyperspectral Imaging with Two-Dimensional Correlation Analysis for Monitoring the Content of Alanine in Beef” LINK

“Rapid nondestructive detecting of sorghum varieties based on hyperspectral imaging and convolutional neural network” LINK

“Predicting the true density of commercial biomass pellets using near-infrared hyperspectral imaging” LINK

“Hyperspectral Imaging of Artworks: A Custom Assembled Apparatus Endowed with an Open Source Software for Hypercube Analysis” LINK

“Detection of Water Content in Lettuce Canopies Based on Hyperspectral Imaging Technology under Outdoor Conditions” LINK

“Hyperspectral Imaging Through Spatial and Spectral Sensors for Phytopathometry” LINK

“Geostatistical Modelling of Soil Spatial Variability by Fusing Drone-Based Multispectral Data, Ground-Based Hyperspectral and Sample Data with Change of Support” LINK

Spectral Imaging

“Agronomy : Early Detection of Coffee Leaf Rust Caused by Hemileia vastatrix Using Multispectral Images” LINK

Chemometrics and Machine Learning

“Consensual Regression of Lasso-Sparse PLS Models for Near-Infrared Spectra of Food” LINK

“Agro-Climatic Information to Improve the Machine Learning Classification of Extra Virgin Olive Oils” LINK

“Near-Infrared Spectroscopy Coupled with Chemometrics and Artificial Neural Network Modeling for Prediction of Emulsion Droplet Diameters” LINK

“Integration of NIR spectroscopy and chemometrics for authentication and quantitation of adulteration in sweet marjoram (Origanum majorana L.)” LINK

“Acoustic Emission and Near-Infra Red Imaging Methods for Nondestructive Apple Quality Detection and Classification” LINK

“Agronomy : Deep Learning-Based Method for Classification of Sugarcane Varieties” LINK

“Different variable selection and model updating strategies about sex classification of silkworm pupae” LINK

Facts

“How can cry acoustics associate newborns’ distress levels with neurophysiological and behavioral signals?” LINK

“How can cry acoustics associate newborns’ distress levels with neurophysiological and behavioral signals?” LINK

Research on Spectroscopy

“A Multiple Remotely Controlled Platform from Recyclable Polyurethane Composite Network with ShapeMemory Effect and SelfHealing Ability” LINK

Equipment for Spectroscopy

“Concept and Application of Infrared Thermography for Plant Disease Measurement” LINK

Process Control and NIR Sensors

“Monitoring green tea fixation quality by intelligent sensors: Comparison of image and spectral information” LINK

“Transcranial optical monitoring for detecting intracranial pressure alterations in children with benign external hydrocephalus: a proof-of-concept study” | LINK

Environment NIR-Spectroscopy Application

“Remote Sensing : Sentinel-2 and AISA Airborne Hyperspectral Images for Mediterranean Shrubland Mapping in Catalonia” LINK

“Modulated Ultrasmall Fe2O3 Nanocrystal Assemblies for Switchable Magnetic Resonance Imaging and PhotothermalFerroptoticChemical Synergistic Cancer Therapy” LINK

“Remote Sensing : A Registration-Error-Resistant Swath Reconstruction Method of ZY1-02D Satellite Hyperspectral Data Using SRE-ResNet” LINK

Agriculture NIR-Spectroscopy Usage

“New insight into the application of fluorescence platforms in tumor diagnosis: From chemical basis to clinical application” LINK

“Rheological Tunable Magnetic Fluids with LongTerm Stability” LINK

“Vis-NIR spectroscopy and machine learning methods to diagnose chemical properties in Colombian sugarcane soils” LINK

“Agriculture : The Application of Machine Learning Models Based on Leaf Spectral Reflectance for Estimating the Nitrogen Nutrient Index in Maize” LINK

“Foods : A Method for Capture and Detection of Crop Airborne Disease Spores Based on Microfluidic Chips and Micro Raman Spectroscopy” LINK

“Investigating New and Existing Management and Nutritional Strategies to Improve Productive Performance and Feed Efficiency in Grower-Finisher Pigs” LINK

Horticulture NIR-Spectroscopy Applications

“Plants : Pattern Recognition of Varieties of Peach Fruit and Pulp from Their Volatile Components and Metabolic Profile Using HS-SPME-GC/MS Combined with Multivariable Statistical Analysis” LINK

“NIR Spectroscopy for Internal and External Quality Measurement and Analysis of Thick Rind Fruits” LINK

Food & Feed Industry NIR Usage

“Compositional analysis in sorghum (Sorghum bicolor) NIR spectral techniques based on mean spectra from single seeds” LINK

“Foods : Fusion of 2DGC-MS, HPLC-MS and Sensory Data to Assist Decision-Making in the Marketing of International Monovarietal Chardonnay and Sauvignon Blanc Wines” LINK

“Prediction of chicken meatball quality through NIR spectroscopy and multivariate analysis” LINK

Medicinal Spectroscopy

“Photosensitive and Conductive Hydrogel Induced Innerved Bone Regeneration for Infected Bone Defect Repair” LINK

Laboratory and NIR-Spectroscopy

“Nondestructive Techniques for Fresh Produce Quality Analysis: An Overview” | LINK

“Application of Spectroscopy for Assessing Quality and Safety of Fresh Horticultural Produce” |LINK

Other

“Spray-Deposited Anisotropic Assemblies of Plasmonic Nanowires for Direction-Sensitive Strain Measurement” LINK

“Growth of 2-amino-5-chloropyridinium 5-sulfosalicylate (2A5CP5S) single crystals: investigation of physicochemical properties for nonlinear optical applications” LINK

Spectroscopy and Chemometrics/Machine-Learning News Weekly #2, 2023

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Spectroscopy and Chemometrics News Weekly 1, 2023 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

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Spettroscopia e Chemiometria Weekly News 1, 2023 | NIRS NIR Spettroscopia MachineLearning analisi chimica Spettrale Spettrometro Chem IoT Sensore Attrezzatura analitica Laboratorio analisi prova qualità Analysesystem QualityControl LINK

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Near-Infrared Spectroscopy (NIRS)

“Rapid detection of adulteration of goat milk and goat infant formulas using near-infrared spectroscopy fingerprints” LINK

“Near-infrared spectroscopy and machine learning for classification of food powders under moving conditions” LINK

“Foods : Prediction of Protein Concentration in Pea (Pisum sativum L.) Using Near-Infrared Spectroscopy (NIRS) Systems” LINK

“Rapid quality assessment of Succus Bambusae oral liquid based on near infrared spectroscopy and chemometrics” LINK

“Use Of Near Infrared Spectroscopy (NIRS) To Estimate Physical, Anatomical And Hydraulic Properties Of Eucalyptus Wood” LINK

“Design of a near-infrared spectroscopic system for automatic detection of grain quality detection” LINK

“Sensors : Detection Method for Walnut Shell-Kernel Separation Accuracy Based on Near-Infrared Spectroscopy” LINK

” Across different instruments about tobacco quantitative analysis model of NIR spectroscopy based on transfer learning” LINK

“Redundancy Analysis to Reduce the High-Dimensional Near-Infrared Spectral Information to Improve the Authentication of Olive Oil” LINK

“Application of nonlinear correction algorithm in near infrared spectra analysis during on-site quick detection” LINK

“Simple and effective mathematical models for cellulose water content calculation from absorbance/wavenumber shifts in NIR spectrum” LINK

“Detection of cumin powder adulteration with allergenic nutshells using FT-IR and portable NIRS coupled with chemometrics” LINK

“Rapid recognition of different sources of methamphetamine drugs based on hand-held near infrared spectroscopy and multi-layer-extreme learning machine …” LINK

“Selecting near-infrared reflection spectroscopy pretreatment methods by chemical components valid and invalid absorption wavebands” LINK

“Rapid determination of tea polyphenols content in Qingzhuan tea based on near infrared spectroscopy in conjunction with three different PLS algorithms” LINK

“Discrimination of Brassica juncea Varieties Using Visible Near-Infrared (Vis-NIR) Spectroscopy and Chemometrics Methods” LINK

“Before reliable near infrared spectroscopic analysis-the critical sampling proviso. Part 1. Generalised theory of sampling” LINK

” A high-throughput method for precise phenotyping sugarcane stalk mechanical strength using near-infrared spectroscopy” LINK

“Rapid authentication of coffee bean varieties of different forms by using pocket-sized NIR spectroscopy and multivariate data modelling” LINK

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

“Development of Models for the Identification of Adulterants in Garlic Powder Based on Near Infrared Spectroscopy” LINK

“Chemical imaging of cellular ultrastructure by null-deflection infrared spectroscopic measurements” LINK

“Reaction Analysis and Process Optimization with Online Infrared Data Based on Kinetic Modeling and Partial Least Squares Quantitation” LINK

“Applied Sciences : Double-Peaked Mid-Infrared Generation Based on Intracavity Difference Frequency Generation” LINK

“Raman and near-infrared spectroscopy for in-line sensors” LINK

“Optical Properties and Ultrafast NearInfrared Localized Surface Plasmon Dynamics in Naturally pType Digenite Films” LINK

“In vivo grading of lipids in fatty liver by nearinfrared autofluorescence and reflectance” LINK

“Pressureless sintering of LRH nanoplates on amorphous alumina for nearinfrared GAP: Mn4+ transparent ceramic film” LINK

Raman Spectroscopy

“Foods : Prediction of Anthocyanin Color Stability against Iron Co-Pigmentation by Surface-Enhanced Raman Spectroscopy” LINK

Hyperspectral Imaging (HSI)

“Agriculture : Detection of Water Content in Lettuce Canopies Based on Hyperspectral Imaging Technology under Outdoor Conditions” LINK

“Comparison of different illumination systems for moisture prediction in cereal bars using hyperspectral imaging technology” |) LINK

“Beyond the Ångström Exponent: Probing Additional Information in Spectral Curvature and Variability of in situ Aerosol Hyperspectral (0.3‐0.7 µm) Optical Properties” LINK

” Hyperspectral Imaging with Machine Learning Approaches for Assessing Soluble Solids Content of Tribute Citru” LINK

Spectral Imaging

“Remote Sensing : Coral Reef Benthos Classification Using Data from a Short-Range Multispectral Sensor” LINK

Chemometrics and Machine Learning

“Foods : Evaluation of Radio Frequency-Assisted Enzymatic Extraction of Non-Anthocyanin Polyphenols from Akebia trifoliata Flowers and Their Biological Activities Using UPLC-PDA-TOF-ESI-MS and Chemometrics” LINK

“Minerals : Machine Learning Model of Hydrothermal Vein Copper Deposits at Meso-Low Temperatures Based on Visible-Near Infrared Parallel Polarized Reflectance Spectroscopy” LINK

“Nitrate Classification Based on Optical Absorbance Data Using Machine Learning Algorithms for a Hydroponics System” LINK

Optics for Spectroscopy

“Photonic Technology for In Vivo Monitoring of HypoxiaIschemia” LINK

“Foods : Dipicolinic Acid-Tb3+/Eu3+ Lanthanide Fluorescence Sensor Array for Rapid and Visual Discrimination of Botanical Origin of Honey” LINK

Research on Spectroscopy

“Remote Sensing : A Comparison of Analytical Approaches for the Spectral Discrimination and Characterisation of Mite Infestations on Banana Plants” LINK

“Applied Sciences : The Presence of Impacted Teeth (Except for Wisdom Teeth) in Orthodontic Patients in Israel” LINK

Process Control and NIR Sensors

“Continuous Monitoring of Suspended Particulate Matter in Tropical Inland Waters by High-Frequency, Above-Water Radiometry” LINK

Environment NIR-Spectroscopy Application

“Remote Sensing : A Machine-Learning Approach to Intertidal Mudflat Mapping Combining Multispectral Reflectance and Geomorphology from UAV-Based Monitoring” LINK

“Remote Sensing : Geostatistical Modelling of Soil Spatial Variability by Fusing Drone-Based Multispectral Data, Ground-Based Hyperspectral and Sample Data with Change of Support” LINK

“Remote Sensing : Mapping Floristic Composition Using Sentinel-2A and a Case Study Evaluation of Its Application in Elephant Movement Ecology in Sagalla, Kenya” LINK

“Polymers : Synergistic Effect of Two Plasticizers on Thermal Stability, Transparency, and Migration Resistance of Zinc Arginine Stabilized PVC” LINK

Agriculture NIR-Spectroscopy Usage

“Spectral Reflectance Reconstruction from Red-Green-Blue (RGB) Images for Chlorophyll Content Detection” LINK

highlycitedpaper Automated Counting Grains on the Rice Panicle Based on Deep Learning Method | GrainDetection PrimaryBranch LINK

“Optimal zinc level and uncertainty quantification in agricultural soils via visible near-infrared reflectance and soil chemical properties” LINK

“Effects of Reductive Soil Disinfestation Combined with Liquid-Readily Decomposable Compounds and Solid Plant Residues on the Bacterial Community and …” LINK

“Plants : Bioformulation Containing Cohorts of Ensifer adhaerens MSN12 and Bacillus cereus MEN8 for the Nutrient Enhancement of Cicer arietinum L” LINK

“Vis-NIR spectra combined with machine learning for predicting soil nutrients in cropland from Aceh Province, Indonesia” LINK

“Agriculture : Comparative Accuracy of In Vitro Rumen Fermentation and Enzymatic Methodologies for Determination of Undigested Neutral Detergent Fiber in Forages and Development of Predictive Equations Using NIRS” LINK

“Agriculture : Using UAV Multispectral Remote Sensing with Appropriate Spatial Resolution and Machine Learning to Monitor Wheat Scab” LINK

Forestry and Wood Industry NIR Usage

“Forests : Cost Analysis of Collection and Ex Situ Conservation of Seeds of Important Native Tree Species of Mexico” LINK

Food & Feed Industry NIR Usage

“Foods : Tenderness of PGI “Ternera de Navarra” Beef Samples Determined by FTIR-MIR Spectroscopy” LINK

Chemical Industry NIR Usage

“Polymers : The Influence of Different Sustainable Silk-Based Fillers on the Thermal and Mechanical Properties of Polylactic Acid Composites” LINK

Medicinal Spectroscopy

“A study of the gene expression profiles in muscle, liver and intestine of Atlantic salmon fed different omega-3 fatty acid levels and with red and pale fillet color” LINK

“Biosensors : Use of Hypoxic Respiratory Challenge for Differentiating Alzheimer’s Disease and Wild-Type Mice Non-Invasively: A Diffuse Optical Spectroscopy Study” LINK

“Photosensitive and Conductive Hydrogel Induced Innerved Bone Regeneration for Infected Bone Defect Repair” LINK

Other

“Achievement of 25.54% power conversion efficiency by optimization of current losses at the front side of silicon heterojunction solar cells” LINK

“Chemosensors : Spectroscopic-Electrical Combined Analysis to Assess the Conduction Mechanisms and the Performances of Metal Oxide Gas Sensors” LINK

“Sensors : Detection of Dihydrocoumarin in Coconut Juice via Photoelectric Detection System Based on Ultraviolet Absorption Spectrometry” LINK

“Chemosensors : Optimizing the Heavy Metal Ion Sensing Properties of Functionalized Silver Nanoparticles: The Role of Surface Coating Density” LINK

“Continuously Varying Thickness Interference Bandpass Filter for the Visible Spectral Range: Using Ion Beam Sputter Deposition” LINK

Spectroscopy and Chemometrics Machine-Learning News Weekly #1, 2023

Spectroscopy and Chemometrics/Machine-Learning News Weekly #1, 2023

NIR Calibration-Model Services

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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Spectroscopy and Chemometrics News Weekly 50, 2022 | NIRS NIR Spectroscopy MachineLearning Spectrometer Spectrometric Analytical Chemistry Chemical Analysis Lab Labs Laboratories Laboratory Software IoT Sensors QA QC Testing Quality LINK

Near-Infrared Spectroscopy (NIRS)

“Foods : Prediction Models for the Content of Calcium, Boron and Potassium in the Fruit of ‘Huangguan’ Pears Established by Using Near-Infrared Spectroscopy” LINK

” A high-throughput method for precise phenotyping sugarcane stalk mechanical strength using near-infrared spectroscopy” |) LINK

“Construction and Application of Detection Model for Leucine and Tyrosine Content in Golden Tartary Buckwheat Based on Near Infrared Spectroscopy” LINK

“Rapid recognition of different sources of methamphetamine drugs based on hand-held near infrared spectroscopy and multi-layer-extreme learning machine algorithms” LINK

“Rapid determination of viscosity and viscosity index of lube base oil based on near-infrared spectroscopy and new transformation formula” LINK

“Global Soil Salinity Prediction by Open Soil Vis-NIR Spectral Library” LINK

“Experimental Validation of the Dynamic Molecular State of Water in Damaged Polymer Composites Using Near Infrared Spectroscopy” LINK

“Gaussian process regression for prediction and confidence analysis of fruit traits by near-infrared spectroscopy” | LINK

“Research Article Rapid and Nondestructive Detection of Proline in Serum Using Near-Infrared Spectroscopy and Partial Least Squares” |) LINK

“Before reliable near infrared spectroscopic analysis-the critical sampling proviso. Part 1. Generalised theory of sampling” LINK

“Expeditious detection of Fusarium graminearum infection in rice by FTNIR using hierarchical cluster analysis” LINK

“Simple dilated convolutional neural network for quantitative modeling based on near infrared spectroscopy techniques” LINK

“Fast and nondestructive discrimination of fresh tea leaves at different altitudes based on near infrared spectroscopy and various chemometrics methods” LINK

“Near-infrared leaf reflectance modeling of Annona emarginata seedlings for early detection of variations in nitrogen concentration” LINK

“Luminescence properties and phase transformation of broadband NIR emitting A2 (WO4) 3: Cr3+ (A= Al3+, Sc3+) phosphors toward NIR spectroscopy applications” LINK

“NIR spectroscopy combined with 1D-convolutional neural network for breast cancerization analysis and diagnosis” LINK

“Associations between visceral adipose tissue estimates produced by near-infrared spectroscopy, mobile anthropometrics, and traditional body composition …” LINK

“Near-infrared spectroscopy method for rapid proximate quantitative analysis of nutrient composition in Pacific oyster Crassostrea gigas” LINK

“Codoping Ti in low Co-containing hibonite achieving excellent optical properties for near-infrared reflective pigment applications” LINK

“Rapid Discrimination of Eucalypt Species Using A Handheld near-Infrared Instrument” LINK

“Discrimination of Minced Mutton Adulteration Based on Sized-Adaptive Online NIRS Information and 2D Conventional Neural Network. Foods 2022, 11, 2977” LINK

“Predicting the dietary fiber content of fresh-cut bamboo shoots using a visible and near-infrared hyperspectral technique” LINK

“Fruit detection research based on near-infrared spectroscopy and lightweight neural network” LINK

“Use of Near-Infrared Spectroscopy to Discriminate DFD Beef and Predict Meat Quality Traits in Autochthonous Breeds” LINK

” A quick and precise online near-infrared spectroscopy assay for high-throughput screening biomass digestibility in large scale sugarcane germplasm” LINK

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

“Honey quality detection based on near-infrared spectroscopy” LINK

“Evaluation of the potential of near infrared hyperspectral imaging for monitoring the invasive brown marmorated stink bug” LINK

“Denoising stacked autoencodersbased nearinfrared quality monitoring method via robust samples evaluation” LINK

Hyperspectral Imaging (HSI)

“What Lies Beyond Sight? Applications of Ultraportable Hyperspectral Imaging (VIS-NIR) for Archaeological Fieldwork” LINK

“Visualization research of egg freshness based on hyperspectral imaging and binary competitive adaptive reweighted sampling” LINK

“From RGB camera to Hyperspectral imaging: a breakthrough in Neolithic Rock Painting analysis” LINK

Chemometrics and Machine Learning

“Agronomy : Low-Cost Electronic Nose for Wine Variety Identification through Machine Learning Algorithms” LINK

“PLS-DA” LINK

“Sensors : Land-Use and Land-Cover Classification in Semi-Arid Areas from Medium-Resolution Remote-Sensing Imagery: A Deep Learning Approach” LINK

“Chemosensors : Applying Two-Dimensional Correlation Spectroscopy and Principal Component Analysis to Understand How Temperature Affects the Neptunium(V) Absorption Spectrum” LINK

“Desert Soil Salinity Inversion Models Based on Field In Situ Spectroscopy in Southern Xinjiang, China” LINK

“Spatial prediction of soil properties through hybridized random forest model and combination of reflectance spectroscopy and environmental covariates” LINK

Optics for Spectroscopy

“Sensors : From Materials to Technique: A Complete Non-Invasive Investigation of a Group of Six Ukiyo-E Japanese Woodblock Prints of the Oriental Art Museum E. Chiossone (Genoa, Italy)” LINK

Research on Spectroscopy

“VESTNIK OF ASTRAKHAN STATE TECHNICAL UNIVERSITY. SERIES: FISHING INDUSTRY” LINK

“Novel broad spectral response perovskite solar cells: A review of the current status and advanced strategies for breaking the theoretical limit efficiency” LINK

Environment NIR-Spectroscopy Application

“Remote Sensing : Estimation of Potato Above-Ground Biomass Based on Vegetation Indices and Green-Edge Parameters Obtained from UAVs” LINK

Agriculture NIR-Spectroscopy Usage

“Application of multi-layer neural network and hyperspectral reflectance in genome-wide association study for grain yield in bread wheat” LINK

“The experience of vertigo: A systematic review of neuroimaging studies” LINK

“Microorganisms : Assessment of the Microbial Spoilage and Quality of Marinated Chicken Souvlaki through Spectroscopic and Biomimetic Sensors and Data Fusion” LINK

“Agronomy : Rice Leaf Chlorophyll Content Estimation Using UAV-Based Spectral Images in Different Regions” LINK

Food & Feed Industry NIR Usage

“Rapid Determination of Protein, Starch and Moisture Contents in Wheat Flour by Near-Infrared Hyperspectral” LINK

Chemical Industry NIR Usage

“Polymers : Physico-Mechanical, Thermal, Morphological, and Aging Characteristics of Green Hybrid Composites Prepared from Wool-Sisal and Wool-Palf with Natural Rubber” LINK

Other

“Chemosensors : Gold Nanostar-Based Sensitive Catechol Plasmonic Colorimetric Sensing Platform with Ultra-Wide Detection Range” LINK

“The Significance of Media Arts Education from a Cognitive Science Approach” LINK

“Minerals : Study on Spectral Characteristics and Color Origin of Scheelite from Xuebaoding, Pingwu County, Sichuan Province, P.R. China” LINK

“Prognostic value of syntax score, intravascular ultrasound and near-infrared spectroscopy to identify low-risk patients with coronary artery disease 5-year …” LINK

“深さ選択性近赤外光アルゴリズムによる表層信号の抑制効果の向上” LINK

Spectroscopy and Chemometrics/Machine-Learning News Weekly #50, 2022

NIR Calibration-Model Services

Improve modeling of NIR Data with knowledge-based software for optimal model selection | NIRS Spectroscopy LINK

Optimization of Chemical Analysis with NIR Spectrometer by re-calibration of multivariate data model | nearIR Lab LINK

Erstellung und Optimierung von chemometrischen Auswertemethoden für NIR Spektrometer | nearIR LINK

Near-Infrared Spectroscopy (NIRS)

“… -in-Time Learning-Integrated Partial Least-Squares Strategy for Accurately Predicting 71 Chemical Constituents in Chinese Tobacco by Near-Infrared Spectroscopy” LINK

“Digital depiction of the quality of Dianhong black tea based on pocket-sized near infrared spectroscopy” LINK

“Application of Near-Infrared spectroscopy for the in-situ monitoring of color and moisture content of roasted and ground coffee” LINK

“Prediction of pear sugar content based on near infrared spectroscopy” LINK

“Nondestructive identification of maize varieties using near infrared spectroscopy combined with machine learning” LINK

“Rapid and accurate classification of Aspergillus ochraceous contamination in Robusta green coffee bean through near-infrared spectral analysis using machine …” LINK

“Qualitative and Quantitative Detection of Acacia Honey Adulteration with Glucose Syrup Using Near-Infrared Spectroscopy” LINK

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

“Sensors : Optical and Mechanical Properties of Layered Infrared Interference Filters” LINK

“Sensors : Soil Nitrogen Content Detection Based on Near-Infrared Spectroscopy” LINK

“Biomedicines : Investigation of the Effect of Exendin-4 on Oleic Acid-Induced Steatosis in HepG2 Cells Using Fourier Transform Infrared Spectroscopy” LINK

Hyperspectral Imaging (HSI)

“Hyperdeep: Comparison of Ai-Based Methods for Predicting Chemical Components in Hyperspectral Images” LINK

Spectral Imaging

“Applied Sciences : Coherent XUV Multispectral Diffraction Imaging in the Microscale” LINK

Chemometrics and Machine Learning

“Comparison of Portable and Benchtop Near-Infrared Spectrometers for the Detection of Citric Acid-adulterated Lime Juice: A Chemometrics Approach” LINK

“Sensors : Soil Moisture, Organic Carbon, and Nitrogen Content Prediction with Hyperspectral Data Using Regression Models” LINK

Research on Spectroscopy

“Applied Sciences : Development of a Quantitative Colour-Based Software Method to Evaluate the Effectiveness of Active Antioxidant Packaging on Fresh Sliced Mushrooms” LINK

Equipment for Spectroscopy

“Nondestructive detection of Sovalbumin content in eggs using portable NIR spectrometer and MPACARS” LINK

Agriculture NIR-Spectroscopy Usage

“Monitoring of critical parameters in thermophilic solid-state fermentation process of soybean meal using NIR spectroscopy and chemometrics” LINK

“Agriculture : Towards the Modeling and Prediction of the Yield of Oilseed Crops: A Multi-Machine Learning Approach” LINK

“AI4EO Hyperview: A Spectralnet3d and Rnnplus Approach for Sustainable Soil Parameter Estimation on Hyperspectral Image Data” LINK

“Recent Advances in the Study of Negative-Ion Resonances Using Multiconfigurational Propagator and a Complex Absorbing Potential” LINK

“High-Resolution NIR Prediction from RGB Images: Application to Plant Phenotyping” LINK

“The experience of vertigo: A systematic review of neuroimaging studies.” LINK

Food & Feed Industry NIR Usage

“Foods : Geographical Origin Differentiation of Rice by LC-MS-Based Non-Targeted Metabolomics” LINK

Other

“An Investigation on Inter-calibrating EMI/GF-5 with TROPOMI/S5p in Ultraviolet-Visible Spectra” LINK

“Interrelation between baseline plaque characteristics and changes in coronary atherosclerosis with the PCSK9-inhibitor alirocumab: insights from the PACMAN-AMI …” LINK

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