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Yoo‐Geun Ham

Graduate School of Environmental Studies

36H指数
188论文数
8.5K被引数
收录论文 75
发表时间
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The Importance of Subsurface Thermal Effects to Indian Ocean Dipole Prediction Revealed by a Skillful Three-Dimensional Deep Learning Model印度洋偶极子预测中次表层热效应的重要性：基于一个高技巧三维深度学习模型的研究
errAdvances in Atmospheric Sciences
IF5.5
err2026-09-02
err0
PREAI
errJunkai Qian; Qiang Wang; Youmin Tang; Rong-Hua Zhang; Henk A. Dijkstra; Yoo-Geun Ham; Wansuo Duan; Xiangzhou Song; Gang Huang; Suqi Peng
err分享
err收藏
Climate-informed streamflow forecasting based on a Bayesian autoregressive exogenous stochastic volatility model and its use for hydrological drought forecasting基于贝叶斯自回归外生随机波动率模型的气候信息径流预报及其在水文干旱预报中的应用
errJournal of Hydrology
IF6.3
err2026-08-16
err0
errOAAI
errPamela Sofia Fabian; Hemie Cho; Yoo-Geun Ham; Hyun-Han Kwon
err分享
err收藏
Deep learning-based chlorophyll prediction: comparison with a dynamic model and applications to fish catch forecasting基于深度学习的叶绿素预测：与动态模型的比较及其在鱼类捕获量预测中的应用
errEarth System Dynamics
IF7.2
err2026-06-20
err0
errOAAI
errJi-Sook Park; Jong-Yeon Park; Yoo-Geun Ham; Jeong-Hwan Kim; Woo Jin Jeon
err分享
err收藏
Data-driven global ocean model resolving atmospherically forced ocean dynamics数据驱动的全球海洋模型解析大气强迫的海洋动力学
errScience Advances
IF12.5
err2026-06-12
err0
errOAAI
errJeong-Hwan Kim; Daehyun Kang; Young-Min Yang; Jae-Heung Park; Yoo-Geun Ham
err分享
err收藏
Understanding machine learning weather prediction by designing a cost-efficient model with knowledge-oriented modules通过设计一个具有知识导向模块的成本高效模型来理解机器学习天气预测
errScientific Reports
IF3.9
err2025-12-15
err0
errOAAI
errMinjong Cheon; Jeong-Hwan Kim; Yumi Choi; Yo-Hwan Choi; Seon-Yu Kang; Jeong-Gil Lee; Yoo-Geun Ham; Jin Young Kim; Daehyun Kang
err分享
err收藏
Asia Oceania Geosciences Society 2025 Conference Sessions on AI Applications on Weather and Climate Prediction亚洲大洋洲地球科学学会2025年会议：人工智能在天气预报和气候预测中的应用专题
errBULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
IF5.9
err2025-12-01
err0
PREAI
errChang, Chih-Pei; Mu, Bin; Han, Wei; Ham, Yoo-Geun; Zhang, Guang J.; Damiani, Alessandro; Ling, Fenghua; Miyoshi, Takemasa
err分享
err收藏
A low-dimensional recursive deep learning model for El Niño-Southern Oscillation simulation一种用于厄尔尼诺-南方涛动模拟的低维递归深度学习模型
errNPJ CLIMATE AND ATMOSPHERIC SCIENCE
IF8.4
err2025-04-27
err0
errOAAI
errKo, Jiho; Shin, Na-Yeon; Kam, Jonghun; Ham, Yoo-Geun
err分享
err收藏
Reducing Initialization Shock by Atmosphere-Ocean Coupled Data Assimilation and Its Impacts on the Subseasonal Prediction Skill
errJOURNAL OF CLIMATE
IF4
err2025-03-15
err0
PREAI
errChoi, Nakbin; Lee, Myong-in; Ham, Yoo-geun; Hyun, Yu-kyung; Lee, Johan; Boo, Kyung-on
err分享
err收藏
Regionally optimized fire parameterizations using feed-forward neural networks
errENVIRONMENTAL RESEARCH LETTERS
IF5.6
err2024-12-09
err0
errOAAI
errHam, Yoo-Geun; Nam, Seung-Ho; Kang, Geun-Hyeong; Kim, Jin-Soo
err分享
err收藏
Few shot learning for Korean winter temperature forecasts
errNPJ CLIMATE AND ATMOSPHERIC SCIENCE
IF8.4
err2024-11-12
err0
errOAAI
errOh, Seol-Hee; Ham, Yoo-Geun
err分享
err收藏
Significant winter Atlantic Niño effect on ENSO and its future projection
errNPJ CLIMATE AND ATMOSPHERIC SCIENCE
IF8.4
err2024-10-07
err0
errOAAI
errPark, Jae-Heung; Yang, Young-Min; Ham, Yoo-Geun; Jo, Hyun-Su; Park, Hyo-Jin; Park, So-Eun; Liu, Chao; Mandal, Gagan; An, Soon-Il; Kug, Jong-Seong
err分享
err收藏
Generation of state-dependent ensemble perturbations based on time-varying seawater density for GloSea5 initialization
errQUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY
IF2.9
err2024-08-15
err0
errOAAI
errLee, Jeong-Gil; Ham, Yoo-Geun; Kim, Ji-Gwang; Chang, Pil-Hun
err分享
err收藏
Unveiling teleconnection drivers for heatwave prediction in South Korea using explainable artificial intelligence使用可解释的人工智能在韩国推出用于热浪预测的远程连接驱动程序
errNPJ CLIMATE AND ATMOSPHERIC SCIENCE
IF8.4
err2024-08-03
err1
errOAAI
errLee, Yeonsu; Cho, Dongjin; Im, Jungho; Yoo, Cheolhee; Lee, Joonlee; Ham, Yoo-Geun; Lee, Myong-In
err分享
err收藏
Partial-convolution-implemented generative adversarial network for global oceanic data assimilation
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-07-22
err1
errOAAI
errHam, Yoo-Geun; Joo, Yong-Sik; Kim, Jeong-Hwan; Lee, Jeong-Gil
err分享
err收藏
Author Correction: Incorrect computation of Madden-Julian oscillation prediction skill (vol 7, 134, 2024)
errNPJ CLIMATE AND ATMOSPHERIC SCIENCE
IF8.4
err2024-07-04
err0
errOAAI
errSuematsu, Tamaki; Martin, Zane K.; Barnes, Elizabeth A.; DeMott, Charlotte A.; Hagos, Samson; Ham, Yoo-Geun; Kim, Daehyun; Kim, Hyemi; Koh, Tieh-Yong; Maloney, Eric D.
err分享
err收藏
Incorrect computation of Madden-Julian oscillation prediction skill
errNPJ CLIMATE AND ATMOSPHERIC SCIENCE
IF8.4
err2024-06-17
err1
errOAAI
errSuematsu, Tamaki; Martin, Zane K.; Barnes, Elizabeth A.; Demott, Charlotte A.; Hagos, Samson; Ham, Yoo-Geun; Kim, Daehyun; Kim, Hyemi; Koh, Tieh-Yong; Maloney, Eric D.
err分享
err收藏
Toward a Learnable Climate Model in the Artificial Intelligence Era走向人工智能时代的可学习气候模型
errADVANCES IN ATMOSPHERIC SCIENCES
IF5.5
err2024-04-13
err3
PREAI
errHuang, Gang; Wang, Ya; Ham, Yoo-Geun; Mu, Bin; Tao, Weichen; Xie, Chaoyang
err分享
err收藏
Advances in Machine Learning Techniques Can Assist Across a Variety of Stages in Sea Ice Applications
errBULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY
IF5.9
err2024-03-01
err3
errOAAI
errEayrs, Clare; Lee, Won Sang; Jin, Emilia; Lemieux, Jean-Francois; Massonnet, Francois; Vancoppenolle, Martin; Zampieri, Lorenzo; Bennetts, Luke G.; Blockley, Ed; Chung, Eui-Seok; Fraser, Alexander D.; Ham, Yoo-geun; Im, Jungho; Kim, Baek-min; Kim, Beong-Hoon; Kim, Jinsuk; Kim, Joo-Hong; Kim, Seong-Joong; Kim, Seung Hee; Korosov, Anton; Lee, Choon-Ki; Lee, Donghyuck; Lee, Hyun-Ju; Lee, Jeong-Gil; Lee, Jiyeon; Na, Jisung; Park, In -woo; Park, Jikang; Wang, Xianwei; Xu, Shiming; Yun, Sukyoung
err分享
err收藏
Enhanced joint impact of western hemispheric precursors increases extreme El Niño frequency under greenhouse warming
errNATURE COMMUNICATIONS
IF15.7
err2023-10-11
err3
errOAAI
errJo, Hyun-Su; Ham, Yoo-Geun
err分享
err收藏
Constraining the First Year of Ice-Free Arctic: Importance of Regional Perspective
errEARTHS FUTURE
IF8.2
err2023-10-11
err1
errOAAI
errPaik, Seungmok; Kim, Daehyun; An, Soon-Il; Ham, Yoo-Geun
err分享
err收藏

研究方向

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合作学者
合作期刊
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Bin Wang
H 指数: 116 · 论文数: 662
R
Randal D. Koster
H 指数: 91 · 论文数: 488
A
Axel Timmermann
H 指数: 90 · 论文数: 570
Y
Young Ho Kim
H 指数: 89 · 论文数: 2.8K
A
Adam A. Scaife
H 指数: 88 · 论文数: 481
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