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