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A novel framework of detecting convective initiation combining automated sampling, machine learning, and repeated model tuning from geostationary satellite data File File

Han, Daehyeon , Lee, Juhyun , Im, Jungho , Sim, Seongmun , Lee, Sanggyun , Han, Hyangsun

Article Issue Date2019-06 View201

A novel sea ice floe fragmentation index using Sentinel-2 and AMSR2 satellite data based on machine learning File File

Kim, Woohyeok , Sim, Seongmun , Lee, Sanggyun , Stroeve, Julienne , Han, Daehyeon , Im, Jungho

Article Issue Date2025-11 View35

An Advanced Operational Approach for Tropical Cyclone Center Estimation Using Geostationary-Satellite-Based Water Vapor and Infrared Channels File File

Shin, Yeji , Lee, Juhyun , Im, Jungho , Sim, Seongmun

Article Issue Date2022-10 View128

Detection of arctic summer melt ponds using icesat-2 altimetry data File File

Han, Daehyeon , Kim, Young Jun , Jung, Sihun , Sim, Seongmun , Kim, Woohyeok , Jang, Eunna , Im, Jungho , Kim, Hyun-Cheol

Article Issue Date2021-10 View106

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 Paper Issue Date2015-11-03 View70

Development of Red Tide Detection Algorithm using GOCI Image based on Random Forest

Kim, Youngjun , Kim, Wonkook , Im, Jungho , Sim, Seongmun

Conference Paper Issue Date2020-02-17 View108

Estimation of Arctic Sea Ice Thickness using Passive Microwave

Han, Daehyeon , Kim, Youngjun , Im, Jungho , Sim, Seongmun , Jang, Eunna , Kim, Hyuncheol

Conference Paper Issue Date2020-02-20 View90

Estimation of High Resolution Sea Surface Salinity Using Multi Satellite Data and Machine Learning File File

Sung, Taejun , Sim, Seongmun , Jang, Eunna , Im, Jungho

Article Issue Date2022-10 View169

Estimation of Sea Surface Salinity Around the Korean Peninsula Using Machine Learning

Jang, Eunna , Im, Jungho , Kim, Youngjun , Sim, Seongmun

Conference Paper Issue Date2020-02-17 View95

Estimation of Spatially Continuous Near-Surface Relative Humidity Over Japan and South Korea File File

Park, Haemi , Lee, Junghee , Yoo, Cheolhee , Sim, Seongmun , Im, Jungho

Article Issue Date2021-08 View160

Expanding high-resolution sea surface salinity estimation from coastal seas to open oceans through the synergistic use of multi-source data with machine learning File File

Sung, Taejun , Kim, So-Hyun , Sim, Seongmun , Han, Daehyeon , Jang, Eunna , Im, Jungho

Article Issue Date2025-03 View99

Icing detection from geostationary satellite data over Korea and Japan using machine learning approaches

Im, Jungho , Sim, Seongmun , Ha, Seonghyeon , Lee, Junghee

Conference Paper Issue Date2015-11-11 View84

Icing detection over East Asia from geostationary satellite data using machine learning approaches File File

Sim, Seongmun , Im, Jungho , Park, Sumin , Park, Haemi , Ahn, Myoung Hwan , Chan, Pak-wai

Article Issue Date2018-04 View121

Improved ocean fog detection and prediction over the Yellow Sea using geostationary satellite and numerical model data based on machine learning File

Sim, Seongmun

Thesis Issue Date2024-08 View115

Improved Ocean-Fog Monitoring Using Himawari-8 Geostationary Satellite Data Based on Machine Learning With SHAP-Based Model Interpretation File File

Sim, Seongmun , Im, Jungho

Article Issue Date2023-08 View104

Improving Short-Term Prediction of Ocean Fog Using Numerical Weather Forecasts and Geostationary Satellite-Derived Ocean Fog Data Based on AutoML File File

Sim, Seongmun , Im, Jungho , Jung, Sihun , Han, Daehyeon

Article Issue Date2024-07 View161

Ocean Fog Detection using Himawari-8 data over the Yellow sea with Machine Learning Approaches

Sim, Seongmun , Im, Jungho , Jang, Eunna , Kim, Youngjun

Conference Paper Issue Date2020-02-17 View91

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 File File

Han, Hyangsun , Kim, Miae , Sim, Seongmun , Kim, Jinwoo , Kim, Duk-jin , Kang, Sung-Ho , Im, Jungho

Article Issue Date2016-01 View123

Tropical Cyclone Intensity Estimation Using Multi-Dimensional Convolutional Neural Networks from Geostationary Satellite Data File File

Lee, Juhyun , Im, Jungho , Cha, Dong-Hyun , Park, Haemi , Sim, Seongmun

Article Issue Date2020-01 View171

Wildfire Severity Mapping Using Sentinel Satellite Data Based on Machine Learning Approaches File

Sim, Seongmun , Kim, Woohyeok , Lee, Jaese , Kang, Yoojin , Im, Jungho , Kwon, Chunguen , Kim, Sungyong

Article Issue Date2020-10 View158

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