Scholarworks@UNIST: Browsing Repository

A deep learning model using geostationary satellite data for forest fire detection with reduced detection latency File File

Kang, Yoojin , Jang, Eunna , Im, Jungho , Kwon, Chungeun

Article Issue Date2022-11 View184

Deep learning-based gap filling for near real-time seamless daily global sea surface salinity using satellite observations File File

Jang, Eunna , Han, Daehyeon , Im, Jungho , Sung, Taejun , Kim, Young Jun

Article Issue Date2024-08 View168

Detection and monitoring of forest fires using Himawari-8 geostationary satellite data in South Korea File File

Jang, Eunna , Kang, Yoojin , Im, Jungho , Lee, Dong-Won , Yoon, Jongmin , Kim, Sang-Kyun

Article Issue Date2019-02 View129

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 View106

Detection of deterministic and probabilistic convection initiation using Himawari-8 Advanced Himawari Imager data File File

Lee, Sanggyun , Han, Hyangsun , Im, Jungho , Jang, Eunna , Lee, Myong-In

Article Issue Date2017-05 View124

Detection of deterministic and probabilistic convective initiation (CI) using Himawari-8 Advanced Imager data

Lee, Sanggyun , Im, Jungho , Jang, Eunna , Han, Hyangsun

Conference Paper Issue Date2016-04-20 View75

Detection of deterministic and probabilistic convective initiation (CI) using Himawari-8 AHI, weather radar, and lightning data

Lee, Sanggyun , Han, Hyangsun , Im, Jungho , Jang, Eunna

Conference Paper Issue Date2016-10-25 View62

Detection of probabilistic Convective Initiation (CI) using Himawari-8 AHI, weather radar, and lightning data

Lee, Sanggyun , Han, Hyangsun , Im, Jungho , Jang, Eunna , Lee, Myong-In

Conference Paper Issue Date2016-12-14 View62

Developing a New Hourly Forest Fire Risk Index Based on Catboost in South Korea File File

Kang, Yoojin , Jang, Eunna , Im, Jungho , Kwon, Chungeun , Kim, Sungyong

Article Issue Date2020-11 View196

Developing Data-driven models for quantifying Cochlodinium polykrikoides in Coastal Waters

Kwon, Yongsung , Jang, Eunna , Im, Jungho , Baek, Seungho , Park, Yongeun , Cho, Kyung Hwa

Conference Paper Issue Date2017-04-25 View76

Developing data-driven models for quantifying Cochlodinium polykrikoides using the Geostationary Ocean Color Imager (GOCI) File

Kwon, Yong Sung , Jang, Eunna , Im, Jungho , Baek, Seung Ho , Park, Yongeun , Cho, Kyung Hwa

Article Issue Date2018-01 View108

Drought assessment and monitoring through blending of multi-sensor indices using machine learning approaches for different climate regions File

Park, Seonyoung , Im, Jungho , Jang, Eunna , Rhee, Jinyoung

Article Issue Date2016-01 View212

Drought forecasts applying temporal patterns of a satellte-derived drought indicator through machine learning approach

Park, Sumin , Im, Jungho , Park, Seonyoung , Jang, Eunna

Conference Paper Issue Date2016-10-15 View71

Estimating Ground-level Particulate Matter Concentrations Using Satellite-Derived Aerosol Oprical Depth

Park, Seohui , Shin, Minso , Im, Jungho , Kim, Youngjoon , Jang, Eunna , Han, Daehyun

Conference Paper Issue Date2018-05-10 View98

Estimation of Arctic Sea Ice Thickness using Passive Microwave

Han, Daehyeon , Kim, Youngjun , Im, Jungho , Sim, Seongmun , Jang, Eunna , Kim, Hyuncheol

Conference Paper Issue Date2020-02-20 View90

Estimation of Atmosphere-Ocean CO2 Flux in the East Sea using Geostationary Ocean Color Imager Data

Jang, Eunna , Im, Jungho , Park, Geunha , Park, Young Kyu

Conference Paper Issue Date2018-04-09 View65

Estimation of Fugacity of Carbon Dioxide in the East Sea Using In Situ Measurements and Geostationary Ocean Color Imager Satellite Data File File

Jang, Eunna , Im, Jungho , Park, Geun-Ha , Park, Young-Gyu

Article Issue Date2017-08 View165

Estimation of Fugacity of Carbon Dioxide Using Satellite Data and Machine Learning

Jang, Eunna , Im, Jungho , Park, Geunha , Park, Youngkyu

Conference Paper Issue Date2016-04-20 View120

Estimation of ground-level nitrogen dioxide and ozone concentrations using satellite data and numerical model output

Shin, Minso , Im, Jungho , Yoo, Cheolhee , Cho, Dongjin , Jang, Eunna , Kim, Youngjoon , Sim, Seongmoon

Conference Paper Issue Date2018-11-07 View86

Estimation of High Resolution Sea Surface Salinity Using Multi Satellite Data and Machine Learning File File

Sung, Taejun , Sim, Seongmun , Jang, Eunna , Im, Jungho

Article Issue Date2022-10 View169

Estimation of Sea Surface Salinity Around the Korean Peninsula Using Machine Learning

Jang, Eunna , Im, Jungho , Kim, Youngjun , Sim, Seongmun

Conference Paper Issue Date2020-02-17 View95

Estimation of Surface Sea Salinity using Multi-satellite data and machine learning

Jang, Eunna , Im, Jungho

Conference Paper Issue Date2018-11-05 View53

Estimation of Surface Seawater Fugacity of Carbon Dioxide Using Satellite Data and Machine Learning

Jang, Eunna , Im, Jungho , Park, Geunha , Park, Young-Gyu

Conference Paper Issue Date2016-12-14 View58

Expanding high-resolution sea surface salinity estimation from coastal seas to open oceans through the synergistic use of multi-source data with machine learning File File

Sung, Taejun , Kim, So-Hyun , Sim, Seongmun , Han, Daehyeon , Jang, Eunna , Im, Jungho

Article Issue Date2025-03 View99

Forest fire detection and monitoring in South Korea using geostationary meteorological satellite data

Jang, Eunna , Im, Jungho , Kang, Yoojin

Conference Paper Issue Date2018-04-12 View121

Global sea surface salinity via the synergistic use of SMAP satellite and HYCOM data based on machine learning File

Jang, Eunna , Kim, Young Jun , Im, Jungho , Park, Young-Gyu , Sung, Taejun

Article Issue Date2022-05 View192

GOCI 위성영상과 기계학습을 이용한 한반도 연안 수질평가지수 추정 File File

Jang, Eunna , Im, Jungho , Ha, Sunghyun , Lee, Sanggyun , Park, Young-Gyu

Article Issue Date2016-06 View153

Improvement of SMAP sea surface salinity in river-dominated oceans using machine learning approaches File

Jang, Eunna , Kim, Young Jun , Im, Jungho , Park, Young-Gyu

Article Issue Date2021-01 View113

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

Jang, Eunna

Thesis Issue Date2021-08 View87

Landsat 8 자료를 활용한 에너지밸런스 모델 간 상호비교연구

Im, Jungho , Jang, Yeeun , Park, Sunyoung , Jang, Eunna

Conference Paper Issue Date2015-04-16 View65

Machine learning approaches to detect convective initiation (CI) geostationary satellite and weather radar

Im, Jungho , Lee, Sanggyun , Jang, Eunna

Conference Paper Issue Date2015-11-11 View64

Machine learning approaches to detect convective initiation (CI) geostationary satellite and weather radar

Im, Jungho , Lee, Sanggyun , Jang, Eunna

Conference Paper Issue Date2015-10-13 View75

Ocean Fog Detection using Himawari-8 data over the Yellow sea with Machine Learning Approaches

Sim, Seongmun , Im, Jungho , Jang, Eunna , Kim, Youngjun

Conference Paper Issue Date2020-02-17 View91

Remote sensing of sea surface salinity: challenges and research directions File File

Kim, Young Jun , Han, Daehyeon , Jang, Eunna , Im, Jungho , Sung, Taejun

Article Issue Date2023-01 View138

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 View97

다중 위성영상을 이용한 해양 이산화탄소 추정(Estimation of Ocean Carbon Dioxide using Multi-Satellite Imagery)

Im, Jungho , Jang, Eunna , Lee, Sanggyun , Park, Yeonggyu , Park, Geunha

Conference Paper Issue Date2015-04-16 View79

현장관측 및 위성자료를 이용한 남극해 주변 NCP 추정(Estimation of Net Community Production in the Antarctic using in situ and satellite observations)

Im, Jungho , Jang, Eunna , Ham, Dosik

Conference Paper Issue Date2015-11-06 View70

현장관측 및 위성자료를 이용한 수심에 따른 해수 표층 부유사 농도 분포 (Investigation of ocean surface TSP by water depth using in situ and satellite data)

Im, Jungho , Ha, Sunghyun , Jang, Eunna , Park, Sunyoung , Seo, Joonyoung , Ha, Hogyoung

Conference Paper Issue Date2015-11-06 View68

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