Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery. - Miae Kim; Junghee Lee; Daehyeon Han; Minso Shin; Jungho Im; Junghye Lee; Lindi J. Quackenbush; Zhu Gu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

A Novel Framework of Detecting Convective Initiation Combining Automated Sampling, Machine Learning, and Repeated Model Tuning from Geostationary Satellite Data. - Daehyeon Han; Juhyun Lee; Jungho Im; Seongmun Sim; Sanggyun Lee; Hyangsun Han (Remote. Sens., 2019)

Retrieval of Total Precipitable Water from Himawari-8 AHI Data: A Comparison of Random Forest, Extreme Gradient Boosting, and Deep Neural Network. - Yeonjin Lee; Daehyeon Han; Myoung Hwan Ahn; Jungho Im; Su Jeong Lee (Remote. Sens., 2019)

Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery. - Junghee Lee; Daehyeon Han; Minso Shin; Jungho Im; Junghye Lee; Lindi J. Quackenbush (Remote. Sens., 2020)

Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model Output. - Sumin Park; Jungho Im; Daehyeon Han; Jinyoung Rhee (Remote. Sens., 2020)

Improving Local Climate Zone Classification Using Incomplete Building Data and Sentinel 2 Images Based on Convolutional Neural Networks. - Cheolhee Yoo; Yeonsu Lee; Dongjin Cho; Jungho Im; Daehyeon Han (Remote. Sens., 2020)

Deep learning-based gap filling for near real-time seamless daily global sea surface salinity using satellite observations. - Eunna Jang; Daehyeon Han; Jungho Im; Taejun Sung; Young Jun Kim (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Improving Short-Term Prediction of Ocean Fog Using Numerical Weather Forecasts and Geostationary Satellite-Derived Ocean Fog Data Based on AutoML. - Seongmun Sim; Jungho Im; Sihun Jung; Daehyeon Han (Remote. Sens., 2024)

Expanding high-resolution sea surface salinity estimation from coastal seas to open oceans through the synergistic use of multi-source data with machine learning. - Taejun Sung; So-Hyun Kim; Seongmun Sim; Daehyeon Han; Eunna Jang; Jungho Im (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Exploring the Potential of Latent Embeddings for Sea Ice Characterization using ICESat-2 Data. - Daehyeon Han; Morteza Karimzadeh (CoRR, 2025)