Seongmun Sim
Orcid: 0000-0001-5426-1511
According to our database1,
Seongmun Sim
authored at least 8 papers
between 2016 and 2024.
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Bibliography
2024
Improving Short-Term Prediction of Ocean Fog Using Numerical Weather Forecasts and Geostationary Satellite-Derived Ocean Fog Data Based on AutoML.
Remote. Sens., July, 2024
2023
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., 2023
2022
An Advanced Operational Approach for Tropical Cyclone Center Estimation Using Geostationary-Satellite-Based Water Vapor and Infrared Channels.
Remote. Sens., 2022
2021
Estimation of Spatially Continuous Near-Surface Relative Humidity Over Japan and South Korea.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
2020
Tropical Cyclone Intensity Estimation Using Multi-Dimensional Convolutional Neural Networks from Geostationary Satellite Data.
Remote. Sens., 2020
2019
A Novel Framework of Detecting Convective Initiation Combining Automated Sampling, Machine Learning, and Repeated Model Tuning from Geostationary Satellite Data.
Remote. Sens., 2019
2018
Icing Detection over East Asia from Geostationary Satellite Data Using Machine Learning Approaches.
Remote. Sens., 2018
2016
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., 2016