| 2019-06 | A novel framework of detecting convective initiation combining automated sampling, machine learning, and repeated model tuning from geostationary satellite data | Han, Daehyeon; Lee, Juhyun; Im, Jungho; Sim, Seongmun; Lee, Sanggyun; Han, Hyangsun | ARTICLE | 934 |
| 2022-10 | An Advanced Operational Approach for Tropical Cyclone Center Estimation Using Geostationary-Satellite-Based Water Vapor and Infrared Channels | Shin, Yeji; Lee, Juhyun; Im, Jungho; Sim, Seongmun | ARTICLE | 243 |
| 2021-10 | Detection of arctic summer melt ponds using icesat-2 altimetry data | Han, Daehyeon; Kim, Young Jun; Jung, Sihun; Sim, Seongmun; Kim, Woohyeok; Jang, Eunna; Im, Jungho; Kim, Hyun-Cheol | ARTICLE | 497 |
| 2015-11-03 | Detection of melt ponds on sea ice in the Chukchi Sea in summer season using TerraSAR-X dual-polarization data | Im, Jungho; Kim, M; Han, Hyangsun; Sim, Seongmun | CONFERENCE | 459 |
| 2020-02-17 | Development of Red Tide Detection Algorithm using GOCI Image based on Random Forest | Kim, Youngjun; Kim, Wonkook; Im, Jungho; Sim, Seongmun | CONFERENCE | 512 |
| 2020-02-20 | Estimation of Arctic Sea Ice Thickness using Passive Microwave | Han, Daehyeon; Kim, Youngjun; Im, Jungho; Sim, Seongmun; Jang, Eunna; Kim, Hyuncheol | CONFERENCE | 426 |
| 2022-10 | Estimation of High Resolution Sea Surface Salinity Using Multi Satellite Data and Machine Learning | Sung, Taejun; Sim, Seongmun; Jang, Eunna; Im, Jungho | ARTICLE | 582 |
| 2020-02-17 | Estimation of Sea Surface Salinity Around the Korean Peninsula Using Machine Learning | Jang, Eunna; Im, Jungho; Kim, Youngjun; Sim, Seongmun | CONFERENCE | 446 |
| 2021-08 | Estimation of Spatially Continuous Near-Surface Relative Humidity Over Japan and South Korea | Park, Haemi; Lee, Junghee; Yoo, Cheolhee; Sim, Seongmun; Im, Jungho | ARTICLE | 497 |
| 2015-11-11 | Icing detection from geostationary satellite data over Korea and Japan using machine learning approaches | Im, Jungho; Sim, Seongmun; Ha, Seonghyeon; Lee, Junghee | CONFERENCE | 327 |
| 2018-04 | Icing detection over East Asia from geostationary satellite data using machine learning approaches | Sim, Seongmun; Im, Jungho; Park, Sumin; Park, Haemi; Ahn, Myoung Hwan; Chan, Pak-wai | ARTICLE | 794 |
| 2023-08 | Improved Ocean-Fog Monitoring Using Himawari-8 Geostationary Satellite Data Based on Machine Learning With SHAP-Based Model Interpretation | Sim, Seongmun; Im, Jungho | ARTICLE | 66 |
| 2020-02-17 | Ocean Fog Detection using Himawari-8 data over the Yellow sea with Machine Learning Approaches | Sim, Seongmun; Im, Jungho; Jang, Eunna; Kim, Youngjun | CONFERENCE | 529 |
| 2016-01 | 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 | Han, Hyangsun; Kim, Miae; Sim, Seongmun; Kim, Jinwoo; Kim, Duk-jin; Kang, Sung-Ho; Im, Jungho | ARTICLE | 1156 |
| 2020-01 | Tropical Cyclone Intensity Estimation Using Multi-Dimensional Convolutional Neural Networks from Geostationary Satellite Data | Lee, Juhyun; Im, Jungho; Cha, Dong-Hyun; Park, Haemi; Sim, Seongmun | ARTICLE | 851 |
| 2020-10 | Wildfire Severity Mapping Using Sentinel Satellite Data Based on Machine Learning Approaches | Sim, Seongmun; Kim, Woohyeok; Lee, Jaese; Kang, Yoojin; Im, Jungho; Kwon, Chunguen; Kim, Sungyong | ARTICLE | 427 |
