Hoonsoo Lee

Chungbuk National University — South Korea

Chemistry · Physical Sciences

28h-index2.4kcitations101works5.12yr avg
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Research Topics

Spectroscopy and Chemometric Analyses(77), Spectroscopy Techniques in Biomedical and Chemical Research(26), Smart Agriculture and AI(20), Advanced Chemical Sensor Technologies(19), Identification and Quantification in Food(18)

Publications101 total

Fluorescence multispectral imaging-assisted explainable artificial intelligence for high-throughput identification of chilling stress in pepper plant
2025
Development of a CNN classifier with XAI to detect interpretable water stress in sweet potato using RGB images
Agricultural Water Management·2025Open Access
Application of multimodal data fusion and explainable AI for classifying water stress in sweet potatoes
Frontiers in Plant Science·2025Open Access
Detection of Abiotic Stress in Potato and Sweet Potato Plants Using Hyperspectral Imaging and Machine Learning
Plants·2025· 1 citedOpen Access
Recent Trends in Machine Learning, Deep Learning, Ensemble Learning, and Explainable Artificial Intelligence Techniques for Evaluating Crop Yields Under Abnormal Climate Conditions
Plants·2025· 4 citedOpen Access
Optimized feature selection and machine learning for non-destructive estimation of soil volumetric water content in Chinese cabbage using hyperspectral imaging
Vibrational Spectroscopy·2025· 1 cited
Detection of drought stress in potato crops using multi-sensor imaging and lightweight deep learning
2025
Nondestructive Discrimination of Plant-Based Patty Containing Traditional Medicinal Roots Using Visible–Near-Infrared Hyperspectral Imaging and Machine Learning Techniques
Chemosensors·2025· 1 citedOpen Access
Support Vector Machine Coupled with Modular Visible-Near Infrared Spectroscopy for Chili (Capsicum annuum) Seed Viability Discrimination
Trends in Sciences·2025· 1 citedOpen Access
Development of a Cnn Classifier with Xai to Detect Interpretable Water Stress in Sweet Potato Using Rgb Images
SSRN Electronic Journal·2025Open Access
Detection of Edible Insect Kolbe ( <i>Protaetia brevitarsis seulensis</i> ) Powder Adulteration Using FTIR Spectroscopy and Chemometrics: A Regression-Based Analysis
BIO Web of Conferences·2025Open Access
Rapid and noncontact identification of soybean flour in edible insect using NIR spectral imager: A case study in Protaetia brevitarsis seulensis powder
Food Control·2024· 2 cited
Recent Methods for Evaluating Crop Water Stress Using AI Techniques: A Review
Sensors·2024· 27 citedOpen Access
Classification of Garlic (Allium sativum L.) Crops by Fertilizer Differences Using Ground-Based Hyperspectral Imaging System
Agriculture·2024· 3 citedOpen Access
Current trends in the use of thermal imagery in assessing plant stresses: A review
Computers and Electronics in Agriculture·2024· 18 cited
Identification for potato plant abiotic stress through thermal-RGB imaging based on deep learning
2024· 1 cited
Chlorophyll Fluorescence Imaging for Environmental Stress Diagnosis in Crops
Sensors·2024· 28 citedOpen Access
Construction of a sustainable model to predict the moisture content of porang powder (<i>Amorphophallus oncophyllus</i>) based on pointed-scan visible near-infrared spectroscopy
Open Agriculture·2024· 5 citedOpen Access
Development of Non-destructive Discrimination Model for Water Stress in Chinese Cabbage Seedlings using Hyperspectral Imaging
Journal of the Korean Society for Nondestructive Testing·2023
Spectroscopy Imaging Techniques as In Vivo Analytical Tools to Detect Plant Traits
Applied Sciences·2023· 8 citedOpen Access
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Frequent Co-authors

Byoung–Kwan Cho(44), Moon S. Kim(21), Santosh Lohumi(15), Changyeun Mo(14), Moon S. Kim(13), Geonwoo Kim(10), Insuck Baek(9), Wang‐Hee Lee(7), Lalit Mohan Kandpal(7), Eunsoo Park(7), Jianwei Qin(6), Mohammad Akbar Faqeerzada(6), Collins Wakholi(5), Anisur Rahman(5), Rahul Joshi(5), Stephen R. Delwiche(4), Hyungjin Bae(4), Kuanglin Chao(4), Youngwook Seo(4), Moon J. Kim(3)