Seongmun Sim

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 8

Top Topics

Machine Learning Approaches

Relative Humidity

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

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)