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Changhyun Jun

korea university

29H-index
218Paper Count
2.7KCitation Count
Published Papers 100
Publication Date
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Spatial wildfire risk assessment for Oahu, Hawaii, using swarm-intelligence-optimized CatBoost and the analytic network process
errEnvironmental Impact Assessment Review
IF11.2
err2026-09-07
err0
PREAI
errHelaleh Khoshkam; Saeid Janizadeh; Sayed M. Bateni; Dongkyun Kim; Changhyun Jun
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Scour depth prediction at debris-affected bridge piers using interpretable hybrid machine learning models
errOcean Engineering
IF5.5
err2026-08-31
err0
PREAI
errNasrin Eini; Sayed M. Bateni; Changhyun Jun
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An integrated data decomposition and feature selection–based hybrid machine learning framework for enhanced hourly wastewater inflow forecasting at a wastewater treatment plant in Oahu, Hawaii
errJournal of Hydrology-Regional Studies
IF5
err2026-08-26
err0
errOAAI
errJinwook Lee; Sayed M. Bateni; Dongkyun Kim; Changhyun Jun; Roger Babcock; Shohreh Azizi
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Evaluating climate driver impacts on precipitation extremes through a bootstrapping-based statistical framework in Bangladesh
errEnvironment Development and Sustainability
IF4.2
err2026-07-06
err0
PREAI
errShabbir Ahmed Osmani; Changhyun Jun; Jongjin Baik; Jong-Suk Kim; Abdullah Md. Omar
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Validation of rainfall data observed by using disdrometer under wet-bulb temperature conditions
errAtmospheric Measurement Techniques
IF3.3
err2026-04-20
err0
errOAAI
errHyeon-Joon Kim; Sung-Ho Suh; Jongyun Byun; Changhyun Jun
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Forecasting Daily Reference Evapotranspiration under Different Hydrological Conditions using a Hybrid Wavelet–Bayesian Optimization–Gaussian Process Regression Model
errResults in Engineering
IF7.9
err2026-03-10
err0
errOAAI
errHelaleh Khoshkam; Mohammad Valipour; Sayed M. Bateni; Changhyun Jun; Dongkyun Kim; Jonathan L. Deenik; Masoud Karbasi; Tongren Xu
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Evaluating the Impact of Climate and Land-Use Change on Flood Susceptibility on a Global Scale
errWater Resources Management
IF4.7
err2026-02-07
err0
PREAI
errFatemeh Rezaie; Saeid Janizadeh; Sayed M. Bateni; Changhyun Jun; Dongkyun Kim; Zahra Kalantari; Essam Heggy
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Impact of Wildfire Smoke on Respiratory Disease Associated Healthcare Utilization in Gang-Won Province, South Korea, in 2017
errGeoHealth
IF3.8
err2026-01-28
err0
errOAAI
errMin-Taek Lee; Hoyoung Cha; Ju Won Lee; Jongjin Baik; Hae In Jung; Kyoung Min Moon; Changhyun Jun; Sun-Young Jung; Kang-Mo Gu
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Enhancing rainfall prediction accuracy through image fusion of radar and numerical weather prediction models
errExpert Systems with Applications
IF7.5
err2025-11-20
err0
PREAI
errJongyun Byun; Jaehoon Cha; Jeyan Thiyagalingam; Hyeon-Joon Kim; Changhyun Jun
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Greenhouse gas analysis at global scale: Revelation of atmospheric changes
errGondwana Research
IF8.6
err2025-11-10
err0
PREAI
errKhabat Khosravi; Ebrahim Mesgari; Sayed M Bateni; Changhyun Jun; Heydar Mirzaei; Zahra Kalantari; Javad Hatamiafkoueieh
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A Dataset of Water Stable Isotopes in Iran’s Main Aquifers
errScientific Data
IF6.9
err2025-10-30
err0
errOAAI
errOmid Karimi; Roohollah Noori; Saman Javadi; Changhyun Jun; Sayed M. Bateni; Bahram Choubin; Mojtaba Noury; Mojtaba Heydarizad; Peiman Kianmehr; Qiuhong Tang; Frederic Huneau; Severin Pistre
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errSave
Integrating Remote Sensing, Machine Learning, and Local Knowledge for Innovative Flood Susceptibility and Vulnerability Mapping
errJournal of Flood Risk Management
IF3.5
err2025-10-30
err0
errOAAI
errAli Nasiri Khiavi; Mehdi Vafakhah; Dongkun Kim; Changhyun Jun; Sayed M. Bateni
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Scour depth estimation using standalone metaheuristic algorithms and their combinations with CatBoost
errScientific Reports
IF3.9
err2025-10-24
err0
errOAAI
errNasrin Eini; Saeid Janizadeh; Sayed M. Bateni; Changhyun Jun; Essam Heggy
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errSave
A Comprehensive Water Chemistry Dataset for Iranian Rivers
errScientific Data
IF6.9
err2025-10-15
err0
errOAAI
errErfan Zarei; Roohollah Noori; Changhyun Jun; Sayed M. Bateni; Peiman Kianmehr; Senlin Zhu
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Estimation and mechanism analysis of global evapotranspiration based on a physics-informed deep-learning model
errJournal of Hydrology
IF6.3
err2025-10-01
err0
PREAI
errJiancheng Wang; Tongren Xu; Shaomin Liu; Dongkyun Kim; Changhyun Jun; Sayed M. Bateni; Xiaoyan Li; Xin Li; Xiaofan Yang; Ziwei Xu; Gangqiang Zhang; Wenting Ming
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Observed intensification of temporally compound dry–wet transitions and serial combinations across East Asia
errScience of The Total Environment
IF8
err2025-09-26
err0
PREAI
errJinwook Lee; Eunsaem Cho; Changhyun Jun; Mohammad Reza Najafi; Chulsang Yoo; Wooyoung Na
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Hourly streamflow forecasting across diverse climate zones on Oʻahu Island, Hawaiʻi
errJournal of Hydrology
IF6.3
err2025-09-11
err0
PREAI
errPeiman Parisouj; Changhyun Jun; Sayed M. Bateni
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Association Between Urban Green Space and Acute Exacerbations of COPD in Korea: A Nationwide Study Using the NHIS-NSC Cohort
errInternational Journal of Chronic Obstructive Pulmonary Disease
IF3.1
err2025-09-02
err0
errOAAI
errHae In Jung; Ju Won Lee; Hyochan Kim; Hoyoung Cha; Jongjin Baik; Kyoung Min Moon; Changhyun Jun; Sun-Young Jung; Kang-Mo Gu
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Assessment of a family of recurrent neural network models for flood susceptibility Mapping: An explainable glass-box approach
errEngineering Applications of Artificial Intelligence
IF8
err2025-07-30
err0
PREAI
errShadi Maddah; Khabat Khosravi; Changhyun Jun; Sayed M. Bateni; Dongkyun Kim; Shunlin Liang
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Machine learning-based streamflow projections in the upper indus basin under CMIP6 climate scenarios
errPhysics and Chemistry of the Earth, Parts A/B/C
IF0
err2025-07-25
err0
PREAI
errMuhammad Amjad Saleem; Muhammad Shoaib; Sarfraz Hashim; Muhammad Shoaib; Hafiz Umar Farid; Mubashir Ali Ghaffar; Muhammad Ismail; Arshad Ameen; Jinwook Lee; Muhammad Azhar Inam; Changhyun Jun
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Research Directions

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Co-authors
Cooperation Journals
李新 cover
李新 (Xin Li)
H-index: 96 · Papers: 1.8K
S
Saro Lee
H-index: 93 · Papers: 302
Z
Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬
H-index: 89 · Papers: 647
R
Ravinesh C. Deo
H-index: 81 · Papers: 588
J
John J. Clague
H-index: 79 · Papers: 647
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