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A new statistical downscaling approach for short-term forecasting of summer air temperatures through a fusion of deep learning and spatial interpolation File

Cho, Dongjin , Im, Jungho , Jung, Sihun

Article Issue Date2024-04 View205
ASCAT2SMAP: Image-to-Image Translation to Obtain L-Band-Like Soil Moisture From C-Band Satellite Data File

Lee, Jaese , Jung, Sihun , Im, Jungho

Article Issue Date2024-07 View132
CARE-SST: context-aware reconstruction diffusion model for sea surface temperature File

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

Article Issue Date2025-02 View32
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 View134
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 View69
Generation of Daily High-resolution Sea Surface Temperature for the Seas around the Korean Peninsula Using Multi-satellite Data and Artificial Intelligence File File

Jung, Sihun , Choo, Minki , Im, Jungho , Cho, Dongjin

Article Issue Date2022-10 View138
High-Resolution Seamless Daily Sea Surface Temperature Based on Satellite Data Fusion and Machine Learning over Kuroshio Extension File File

Jung, Sihun , Yoo, Cheolhee , Im, Jungho

Article Issue Date2022-02 View111
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 View139
Incorporating deep learning in reconstruction and prediction of sea surface temperature File

Jung, Sihun

Thesis Issue Date2025-08 View32
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 View2
Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learning File

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

Article Issue Date2023-12 View160
Prediction of sea surface temperature and detection of ocean heat wave in the South sea of Korea using time-series deep-learning approaches File

Jung, Sihun , Kim, Young Jun , Park, Sumin , Im, Jungho

Article Issue Date2020-10 View109
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 View78
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