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Seongmun Sim
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 8
Top Topics
Machine Learning Approaches
Relative Humidity
Satellite Data
South Korea
Top Venues
Remote. Sens.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
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Publications
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Seongmun Sim
,
Jungho Im
,
Sihun Jung
,
Daehyeon Han
Improving Short-Term Prediction of Ocean Fog Using Numerical Weather Forecasts and Geostationary Satellite-Derived Ocean Fog Data Based on AutoML.
Remote. Sens.
16 (13) (2024)
Seongmun Sim
,
Jungho Im
Improved Ocean-Fog Monitoring Using Himawari-8 Geostationary Satellite Data Based on Machine Learning With SHAP-Based Model Interpretation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
16 (2023)
Yeji Shin
,
Juhyun Lee
,
Jungho Im
,
Seongmun Sim
An Advanced Operational Approach for Tropical Cyclone Center Estimation Using Geostationary-Satellite-Based Water Vapor and Infrared Channels.
Remote. Sens.
14 (19) (2022)
Haemi Park
,
Junghee Lee
,
Cheolhee Yoo
,
Seongmun Sim
,
Jungho Im
Estimation of Spatially Continuous Near-Surface Relative Humidity Over Japan and South Korea.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
14 (2021)
Juhyun Lee
,
Jungho Im
,
Dong-Hyun Cha
,
Haemi Park
,
Seongmun Sim
Tropical Cyclone Intensity Estimation Using Multi-Dimensional Convolutional Neural Networks from Geostationary Satellite Data.
Remote. Sens.
12 (1) (2020)
Daehyeon Han
,
Juhyun Lee
,
Jungho Im
,
Seongmun Sim
,
Sanggyun Lee
,
Hyangsun Han
A Novel Framework of Detecting Convective Initiation Combining Automated Sampling, Machine Learning, and Repeated Model Tuning from Geostationary Satellite Data.
Remote. Sens.
11 (12) (2019)
Seongmun Sim
,
Jungho Im
,
Sumin Park
,
Haemi Park
,
Myoung Hwan Ahn
,
Pak Wai Chan
Icing Detection over East Asia from Geostationary Satellite Data Using Machine Learning Approaches.
Remote. Sens.
10 (4) (2018)
Hyangsun Han
,
Jungho Im
,
Miae Kim
,
Seongmun Sim
,
Jin-Woo Kim
,
Duk-jin Kim
,
Sung-Ho Kang
Retrieval of Melt Ponds on Arctic Multiyear Sea Ice in Summer from TerraSAR-X Dual-Polarization Data Using Machine Learning Approaches: A Case Study in the Chukchi Sea with Mid-Incidence Angle Data.
Remote. Sens.
8 (1) (2016)