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A hybrid modeling framework for improved water quantity/quality simulation: using data-driven and process-based models File

Kim, Soobin

Thesis Issue Date2024-02 View129

Advancing air quality monitoring through multi-satellite observations and artificial intelligence File

Choi, Hyunyoung

Thesis Issue Date2026-02 View6

AI-Based Reconstruction of Traffic Dynamics and Building Energy Use in Seoul, South Korea File

Lee, Yeonsu

Thesis Issue Date2026-02 View6

Application of Deep Learning for an Improved Satellite-based Soil Moisture Retrieval Algorithm File

Lee, Jaese

Thesis Issue Date2025-08 View52

Assessing Microbial Quality Aspects of Inland Waters Using Remote Sensing Techniques and Machine Learning Models File

Hong, Seokmin

Thesis Issue Date2025-02 View133

Characterizations of the Antarctic Sea Ice Using Multiple Satellite Remote Sensing Data File File

Kim, Miae

Thesis Issue Date2018-08 View92

Deep learning based harmful algal blooms modeling in inland water using multimodal monitoring File

Kwon, Do Hyuck

Thesis Issue Date2026-02 View27

Drought forecasts using satellite data based on deep learning over East Asia File File

Park, Sumin

Thesis Issue Date2021-02 View78

Drought monitoring and forecasting through multi-sensor satellite data fusion using machine learning approaches File File

Park, Seonyoung

Thesis Issue Date2018-08 View134

Explainable deep learning-based characterization and forecasting of tropical cyclones through the synergistic fusion of satellite observations and numerical model data File

Lee, Juhyun

Thesis Issue Date2023-02 View62

Exploring the impacts of dual-polarized vegetation indices and U-shaped deep learning architectures on SAR-based burned area mapping File

Rana, S. M. Sohel

Thesis Issue Date2025-08 View59

FOREST PARAMETER ESTIMATION FROM AIRBORNE LIDAR DATA IN RUGGED MOUNTAINOUS AREAS File File

FANG, FANG

Thesis Issue Date2014-08 View79

Improved Monitoring and Nowcasting of Particulate Matter based on Machine Learning through the Synergistic Use of Satellite and Model Products over East Asia File File

Park, Seohui

Thesis Issue Date2022-08 View131

Improved ocean fog detection and prediction over the Yellow Sea using geostationary satellite and numerical model data based on machine learning File

Sim, Seongmun

Thesis Issue Date2024-08 View115

Improvement of Soil Moisture Active Passive (SMAP) Sea Surface Salinity File File

Jang, Eunna

Thesis Issue Date2021-08 View87

Improvement of Tropical Cyclone Track Forecast over the Western North Pacific Using a Machine Learning Method

Kim, Kyoungmin , Cha, Dong-Hyun , Im, Jungho

Conference Paper Issue Date2020-05-04 View68

Incorporating deep learning in reconstruction and prediction of sea surface temperature File

Jung, Sihun

Thesis Issue Date2025-08 View54

INVESTIGATION OF DEFORESTATION USING MULTI-SENSOR SATELLITE TIME SERIES DATA IN NORTH KOREA File File

Jang, Yeeun

Thesis Issue Date2017-02 View76

Machine learning model for estimating ground-level ozone based on himawari-8 TOA reflectance in Korea File

Beatty, Audrieauna

Thesis Issue Date2024-02 View120

Machine learning-based estimation of daytime and nighttime aerosol optical depth over East Asia using geostationary satellite data File

Song, Sanghyeon

Thesis Issue Date2023-08 View136

Machine learning-based quantitative precipitation estimation over the East Asia from geostationary satellite data File File

Shin, Yeji

Thesis Issue Date2022-08 View98

Machine learning-based wildfire monitoring and characterization using geostationary satellite data File File

Kang, Yoojin

Thesis Issue Date2023-02 View90

Monitoring and Characterization of Arctic Sea Ice using Radar Altimetry File File

Lee, Sanggyun

Thesis Issue Date2018-02 View90

Monitoring of sub-daily gross primary productivity using machine learning under all-sky conditions File File

Lee, Junghee

Thesis Issue Date2021-08 View64

Multiscale Drought Monitoring and High-Resolution GPP Estimation Using Remote Sensing and Data-Driven Approaches File

Son, Bokyung

Thesis Issue Date2026-02 View9

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

Han, Daehyeon

Thesis Issue Date2023-02 View81

Prediction of the Arctic sea ice concentration using deep-learning approaches File

Kim, Young Jun

Thesis Issue Date2024-02 View123

Short-term forecasting of summer air temperatures using machine learning in South Korea File File

Cho, Dongjin

Thesis Issue Date2023-02 View104

Spatio-temporal Pattern Analysis of Wildfires using GIS in Korea: 1991-2014 File File

Kim, Young Jun

Thesis Issue Date2016-08 View123

The estimation of ground-level nitrogen dioxide (NO2) and ozone (O3) concentrations using Real-Time Learning (RTL)-based machine learning approach File File

Shin, Minso

Thesis Issue Date2022-08 View81

Urban climate characterization and heat risk assessment based on machine learning and remote sensing data File File

Yoo, Cheolhee

Thesis Issue Date2022-02 View90

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