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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

Arctic lead detection using a waveform mixture analysis from CryoSat-2 data

Lee, Sanggyun , Im, Jungho , Han, Daehyeon

Conference Paper Issue Date2017-03-21 View65

CARE-SST: context-aware reconstruction diffusion model for sea surface temperature File

Choo, Minki , Jung, Sihun , Im, Jungho , Han, Daehyeon

Article Issue Date2025-02 View65

Classification of Carbon-Based Global Marine Eco-Provinces Using Remote Sensing Data and K-Means Clustering File File

Kim, Young Jun , Bae, Dukwon , Im, Jungho , Jung, Sihun , Choo, Minki , Han, Daehyeon

Article Issue Date2023-10 View165

Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat images File

Yoo, Cheolhee , Han, Daehyeon , Im, Jungho , Bechtel, Benjamin

Article Issue Date2019-11 View137

Deep learning-based gap filling for near real-time seamless daily global sea surface salinity using satellite observations File File

Jang, Eunna , Han, Daehyeon , Im, Jungho , Sung, Taejun , Kim, Young Jun

Article Issue Date2024-08 View168

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

Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery File File

Lee, Junghee , Han, Daehyeon , Shin, Minso , Im, Jungho , Lee, Junghye , Quackenbush, Lindi J.

Article Issue Date2020-04 View120

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

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

Improving Local Climate Zone Classification Using Incomplete Building Data and Sentinel 2 Images Based on Convolutional Neural Networks File File

Yoo, Cheolhee , Lee, Yeonsu , Cho, Dongjin , Im, Jungho , Han, Daehyeon

Article Issue Date2020-11 View152

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

Key factors for quantitative precipitation nowcasting using ground weather radar data based on deep learning File File

Han, Daehyeon , Im, Jungho , Shin, Yeji , Lee, Juhyun

Article Issue Date2023-10 View152

Long-term prediction of Arctic sea ice concentrations using deep learning: Effects of surface temperature, radiation, and wind conditions File

Kim, Young Jun , Kim, Hyun-cheol , Han, Daehyeon , Stroeve, Julienne , Im, Jungho

Article Issue Date2025-03 View186

PARAN: A novel physics-assisted reconstruction adversarial network using geostationary satellite data to reconstruct hourly sea surface temperatures File

Jung, Sihun , Im, Jungho , Han, Daehyeon

Article Issue Date2025-06 View18

Precipitation nowcasting using ground radar data and artificial intelligence over Korean Peninsula File File

Han, Daehyeon

Thesis Issue Date2023-02 View81

Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learning File File

Han, Daehyeon , Choo, Minki , Im, Jungho , Shin, Yeji , Lee, Juhyun , Jung, Sihun

Article Issue Date2023-12 View195

Prediction of monthly Arctic sea ice concentrations using satellite and reanalysis data based on convolutional neural networks File File

Kim, Young Jun , Kim, Hyun-Cheol , Han, Daehyeon , Lee, Sanggyun , Im, Jungho

Article Issue Date2020-03 View116

Rainfall intensity estimation using geostationary satellite data based on machine learning: A case study in the korean peninsula in summer File File

Shin, Yeji , Han, Daehyeon , Im, Jungho

Article Issue Date2021-12 View134

Remote sensing of sea surface salinity: challenges and research directions File File

Kim, Young Jun , Han, Daehyeon , Jang, Eunna , Im, Jungho , Sung, Taejun

Article Issue Date2023-01 View138

Retrieval of total precipitable water from Himawari-8 AHI data: A comparison of random forest, extreme gradient boosting, and deep neural network File File

Lee, Yeonjin , Han, Daehyeon , Ahn, Myoung-Hwan , Im, Jungho , Lee, Su Jeong

Article Issue Date2019-08 View99

Robust daily satellite sea surface salinity reconstruction using deep learning in low-salinity coastal regions File

Jung, Sihun , Kim, So-Hyun , Jang, Eunna , Lee, Jaese , Han, Daehyeon , Im, Jungho

Article Issue Date2025-12 View97

Sensitivity analysis for CAS500-4 atmospheric correction using simulated images and suggestion of the use of geostationary satellite-based atmospheric parameters File File

Kang, Yoojin , Cho, Dongjin , Han, Daehyeon , Im, Jungho , Lim, Joongbi , Oh, Kum-hui , Kwon, Eonhye

Article Issue Date2021-10 View1557

Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model Output File File

Park, Sumin , Im, Jungho , Han, Daehyeon , Rhee, Jinyoung

Article Issue Date2020-11 View171

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