Daehyeon Han

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A novel sea ice floe fragmentation index using Sentinel-2 and AMSR2 satellite data based on machine learning.
Int. J. Appl. Earth Obs. Geoinformation
Woohyeok Kim, Seongmun Sim, Sanggyun Lee, Julienne C. Stroeve, Daehyeon Han, Jungho Im
2025 J jnl
Expanding high-resolution sea surface salinity estimation from coastal seas to open oceans through the synergistic use of multi-source data with machine learning.
Int. J. Appl. Earth Obs. Geoinformation
Taejun Sung, So-Hyun Kim, Seongmun Sim, Daehyeon Han, Eunna Jang, Jungho Im
2025 J jnl
Exploring the Potential of Latent Embeddings for Sea Ice Characterization using ICESat-2 Data.
CoRR
Daehyeon Han, Morteza Karimzadeh
2024 J jnl
Deep learning-based gap filling for near real-time seamless daily global sea surface salinity using satellite observations.
Int. J. Appl. Earth Obs. Geoinformation
Eunna Jang, Daehyeon Han, Jungho Im, Taejun Sung, Young Jun Kim
2024 J jnl
Improving Short-Term Prediction of Ocean Fog Using Numerical Weather Forecasts and Geostationary Satellite-Derived Ocean Fog Data Based on AutoML.
Remote. Sens.
Seongmun Sim, Jungho Im, Sihun Jung, Daehyeon Han
2020 J jnl
Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery.
Remote. Sens.
Junghee Lee, Daehyeon Han, Minso Shin, Jungho Im, Junghye Lee, Lindi J. Quackenbush
2020 J jnl
Improving Local Climate Zone Classification Using Incomplete Building Data and Sentinel 2 Images Based on Convolutional Neural Networks.
Remote. Sens.
Cheolhee Yoo, Yeonsu Lee, Dongjin Cho, Jungho Im, Daehyeon Han
2020 J jnl
Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model Output.
Remote. Sens.
Sumin Park, Jungho Im, Daehyeon Han, Jinyoung Rhee
2019 J jnl
A Novel Framework of Detecting Convective Initiation Combining Automated Sampling, Machine Learning, and Repeated Model Tuning from Geostationary Satellite Data.
Remote. Sens.
Daehyeon Han, Juhyun Lee, Jungho Im, Seongmun Sim, Sanggyun Lee, Hyangsun Han
2019 J jnl
Retrieval of Total Precipitable Water from Himawari-8 AHI Data: A Comparison of Random Forest, Extreme Gradient Boosting, and Deep Neural Network.
Remote. Sens.
Yeonjin Lee, Daehyeon Han, Myoung Hwan Ahn, Jungho Im, Su Jeong Lee
2018 J jnl
Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Miae Kim, Junghee Lee, Daehyeon Han, Minso Shin, Jungho Im, Junghye Lee, Lindi J. Quackenbush, Zhu Gu