Daehyeon Han

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Illumination Change

Satellite Imagery

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Seongmun Sim, Jungho Im, Sihun Jung, Daehyeon Han
Improving Short-Term Prediction of Ocean Fog Using Numerical Weather Forecasts and Geostationary Satellite-Derived Ocean Fog Data Based on AutoML. Remote. Sens. 16 (13) (2024)
Eunna Jang, Daehyeon Han, Jungho Im, Taejun Sung, Young Jun Kim
Deep learning-based gap filling for near real-time seamless daily global sea surface salinity using satellite observations. Int. J. Appl. Earth Obs. Geoinformation 132 (2024)
Sumin Park, Jungho Im, Daehyeon Han, Jinyoung Rhee
Short-Term Forecasting of Satellite-Based Drought Indices Using Their Temporal Patterns and Numerical Model Output. Remote. Sens. 12 (21) (2020)
Junghee Lee, Daehyeon Han, Minso Shin, Jungho Im, Junghye Lee, Lindi J. Quackenbush
Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery. Remote. Sens. 12 (7) (2020)
Cheolhee Yoo, Yeonsu Lee, Dongjin Cho, Jungho Im, Daehyeon Han
Improving Local Climate Zone Classification Using Incomplete Building Data and Sentinel 2 Images Based on Convolutional Neural Networks. Remote. Sens. 12 (21) (2020)
Yeonjin Lee, Daehyeon Han, Myoung Hwan Ahn, Jungho Im, Su Jeong Lee
Retrieval of Total Precipitable Water from Himawari-8 AHI Data: A Comparison of Random Forest, Extreme Gradient Boosting, and Deep Neural Network. Remote. Sens. 11 (15) (2019)
Daehyeon Han, Juhyun Lee, Jungho Im, Seongmun Sim, Sanggyun Lee, Hyangsun Han
A Novel Framework of Detecting Convective Initiation Combining Automated Sampling, Machine Learning, and Repeated Model Tuning from Geostationary Satellite Data. Remote. Sens. 11 (12) (2019)
Miae Kim, Junghee Lee, Daehyeon Han, Minso Shin, Jungho Im, Junghye Lee, Lindi J. Quackenbush, Zhu Gu
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. 11 (12) (2018)