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

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

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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