Changhyun Jun - Publications, H-index & Citations

Changhyun Jun

korea university

29H指数

218论文数

2.7K被引数

收录论文 100

发表时间

Spatial wildfire risk assessment for Oahu, Hawaii, using swarm-intelligence-optimized CatBoost and the analytic network process 利用群体智能优化的CatBoost和层级网络过程对夏威夷瓦胡岛的森林火灾风险进行空间评估

Environmental Impact Assessment Review

IF11.2

2026-09-07

PREAI

Helaleh Khoshkam; Saeid Janizadeh; Sayed M. Bateni; Dongkyun Kim; Changhyun Jun

Scour depth prediction at debris-affected bridge piers using interpretable hybrid machine learning models 使用可解释的混合机器学习模型预测受碎屑影响的桥梁桥墩冲刷深度

Ocean Engineering

IF5.5

2026-08-31

PREAI

Nasrin Eini; Sayed M. Bateni; Changhyun Jun

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 基于集成数据分解和特征选择的水处理厂小时污水入流增强预测混合机器学习框架——以夏威夷瓦胡岛的污水处理厂为例

Journal of Hydrology-Regional Studies

IF5

2026-08-26

OAAI

Jinwook Lee; Sayed M. Bateni; Dongkyun Kim; Changhyun Jun; Roger Babcock; Shohreh Azizi

Evaluating climate driver impacts on precipitation extremes through a bootstrapping-based statistical framework in Bangladesh 通过基于重采样法的统计框架评估孟加拉国气候驱动因子对极端降水的影响

Environment Development and Sustainability

IF4.2

2026-07-06

PREAI

Shabbir Ahmed Osmani; Changhyun Jun; Jongjin Baik; Jong-Suk Kim; Abdullah Md. Omar

Validation of rainfall data observed by using disdrometer under wet-bulb temperature conditions 基于湿球温度条件下雨滴谱仪观测降雨数据的验证

Atmospheric Measurement Techniques

IF3.3

2026-04-20

OAAI

Hyeon-Joon Kim; Sung-Ho Suh; Jongyun Byun; Changhyun Jun

Forecasting Daily Reference Evapotranspiration under Different Hydrological Conditions using a Hybrid Wavelet–Bayesian Optimization–Gaussian Process Regression Model 利用小波-贝叶斯优化-高斯过程回归混合模型在不同水文条件下预测日参考蒸散量

Results in Engineering

IF7.9

2026-03-10

OAAI

Helaleh Khoshkam; Mohammad Valipour; Sayed M. Bateni; Changhyun Jun; Dongkyun Kim; Jonathan L. Deenik; Masoud Karbasi; Tongren Xu

Evaluating the Impact of Climate and Land-Use Change on Flood Susceptibility on a Global Scale 评估气候和土地利用变化对全球洪水易损性的影响

Water Resources Management

IF4.7

2026-02-07

PREAI

Fatemeh Rezaie; Saeid Janizadeh; Sayed M. Bateni; Changhyun Jun; Dongkyun Kim; Zahra Kalantari; Essam Heggy

Impact of Wildfire Smoke on Respiratory Disease Associated Healthcare Utilization in Gang-Won Province, South Korea, in 2017

GeoHealth

IF3.8

2026-01-28

OAAI

Min-Taek Lee; Hoyoung Cha; Ju Won Lee; Jongjin Baik; Hae In Jung; Kyoung Min Moon; Changhyun Jun; Sun-Young Jung; Kang-Mo Gu

Enhancing rainfall prediction accuracy through image fusion of radar and numerical weather prediction models 通过雷达和数值天气预报模型图像融合提升降雨预测精度

Expert Systems with Applications

IF7.5

2025-11-20

PREAI

Jongyun Byun; Jaehoon Cha; Jeyan Thiyagalingam; Hyeon-Joon Kim; Changhyun Jun

Greenhouse gas analysis at global scale: Revelation of atmospheric changes 全球温室气体分析：大气变化的揭示

Gondwana Research

IF8.6

2025-11-10

PREAI

Khabat Khosravi; Ebrahim Mesgari; Sayed M Bateni; Changhyun Jun; Heydar Mirzaei; Zahra Kalantari; Javad Hatamiafkoueieh

A Dataset of Water Stable Isotopes in Iran’s Main Aquifers 伊朗主要含水层中水稳定同位素的数据库

Scientific Data

IF6.9

2025-10-30

OAAI

Omid Karimi; Roohollah Noori; Saman Javadi; Changhyun Jun; Sayed M. Bateni; Bahram Choubin; Mojtaba Noury; Mojtaba Heydarizad; Peiman Kianmehr; Qiuhong Tang; Frederic Huneau; Severin Pistre

Integrating Remote Sensing, Machine Learning, and Local Knowledge for Innovative Flood Susceptibility and Vulnerability Mapping 集成遥感、机器学习和地方知识，以创新绘制洪水易损性和脆弱性地图

Journal of Flood Risk Management

IF3.5

2025-10-30

OAAI

Ali Nasiri Khiavi; Mehdi Vafakhah; Dongkun Kim; Changhyun Jun; Sayed M. Bateni

Scour depth estimation using standalone metaheuristic algorithms and their combinations with CatBoost 基于独立元启发式算法及其与CatBoost组合的冲刷深度估计

Scientific Reports

IF3.9

2025-10-24

OAAI

Nasrin Eini; Saeid Janizadeh; Sayed M. Bateni; Changhyun Jun; Essam Heggy

A Comprehensive Water Chemistry Dataset for Iranian Rivers 一份关于伊朗河流的综合性水化学数据集

Scientific Data

IF6.9

2025-10-15

OAAI

Erfan Zarei; Roohollah Noori; Changhyun Jun; Sayed M. Bateni; Peiman Kianmehr; Senlin Zhu

Estimation and mechanism analysis of global evapotranspiration based on a physics-informed deep-learning model 基于物理信息深度学习模型的全局蒸散发估算与机制分析

Journal of Hydrology

IF6.3

2025-10-01

PREAI

Jiancheng Wang; Tongren Xu; Shaomin Liu; Dongkyun Kim; Changhyun Jun; Sayed M. Bateni; Xiaoyan Li; Xin Li; Xiaofan Yang; Ziwei Xu; Gangqiang Zhang; Wenting Ming

Observed intensification of temporally compound dry–wet transitions and serial combinations across East Asia 观测到东亚地区时间上复合的干湿转换及其串行组合的增强现象

Science of The Total Environment

IF8

2025-09-26

PREAI

Jinwook Lee; Eunsaem Cho; Changhyun Jun; Mohammad Reza Najafi; Chulsang Yoo; Wooyoung Na

Hourly streamflow forecasting across diverse climate zones on Oʻahu Island, Hawaiʻi 在夏威夷州瓦胡岛不同气候区的逐小时溪流流量预测

Journal of Hydrology

IF6.3

2025-09-11

PREAI

Peiman Parisouj; Changhyun Jun; Sayed M. Bateni

Association Between Urban Green Space and Acute Exacerbations of COPD in Korea: A Nationwide Study Using the NHIS-NSC Cohort 韩国城市绿地与COPD急性加重的关联：一项基于NHIS-NSC队列的全国性研究

International Journal of Chronic Obstructive Pulmonary Disease

IF3.1

2025-09-02

OAAI

Hae In Jung; Ju Won Lee; Hyochan Kim; Hoyoung Cha; Jongjin Baik; Kyoung Min Moon; Changhyun Jun; Sun-Young Jung; Kang-Mo Gu

Assessment of a family of recurrent neural network models for flood susceptibility Mapping: An explainable glass-box approach 评估用于洪水易损性制图的一族循环神经网络模型：一种可解释的玻璃盒方法

Engineering Applications of Artificial Intelligence

IF8

2025-07-30

PREAI

Shadi Maddah; Khabat Khosravi; Changhyun Jun; Sayed M. Bateni; Dongkyun Kim; Shunlin Liang

Machine learning-based streamflow projections in the upper indus basin under CMIP6 climate scenarios 基于机器学习的印度河流域上游径流预测在CMIP6气候情景下

Physics and Chemistry of the Earth, Parts A/B/C

IF0

2025-07-25

PREAI

Muhammad 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

研究方向