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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

Advancing hourly gross primary productivity mapping over East Asia using Himawari-8 AHI and artificial intelligence: Unveiling the impact of aerosol-induced radiation dynamics File

Bae, Sejeong , Son, Bokyung , Sung, Taejun , Kang, Yoojin , Im, Jungho

Article Issue Date2025-06 View204

Bridging temporal gaps: AI-based temporal downscaling of biweekly NH3 to daily scale with spatial transferability File

Malik, Saman , Kang, Eunjin , Kang, Yoojin , Im, Jungho

Article Issue Date2025-09 View159

Comprehensive global fire radiative power evaluation by minimizing detection bias with intercomparison and extended triple collocation analysis File

Kang, Yoojin , Lee, Jaese , Im, Jungho

Article Issue Date2026-01 View29

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

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

Development of Mid-range Forecast Models of Forest Fire Risk Using Machine Learning File File

Park, Sumin , Son, Bokyung , Im, Jungho , Kang, Yoojin , Kwon, Chungeun , Kim, Sungyong

Article Issue Date2022-10 View187

Efficient Deep Learning Approaches for Active Fire Detection Using Himawari-8 Geostationary Satellite Images File File

Lee, Sihyun , Kang, Yoojin , Sung, Taejun , Im, Jungho

Article Issue Date2023-10 View311

Enhanced continuous aerosol optical depth (AOD) estimation using geostationary satellite data: focusing on nighttime AOD over East Asia File

Song, Sanghyeon , Kang, Yoojin , Im, Jungho , Park, Sang Seo

Article Issue Date2025-10 View110

Enhancing Satellite-Based Wildfire Monitoring: Advanced Contextual Model Using Environmental and Structural Information File

Sung, Taejun , Kang, Yoojin , Im, Jungho

Article Issue Date2024-06 View111

Estimating ground-level particulate matter concentrations using satellite-based data: a review File

Shin, Minso , Kang, Yoojin , Park, Seohui , Im, Jungho , Yoo, Cheolhee , Quackenbush, Lindi J.

Article Issue Date2020-02 View129

Estimation of Fractional Urban Tree Canopy Cover through Machine Learning Using Optical Satellite Images File File

Bae, Sejeong , Son, Bokyung , Sung, Taejun , Lee, Yeonsu , Im, Jungho , Kang, Yoojin

Article Issue Date2023-10 View165

Estimation of Leaf Area Index Based on Machine Learning/PROSAIL Using Optical Satellite Imagery File

Lee, Jaese , Kang, Yoojin , Son, Bokyung , Im, Jungho , Jang, Keunchang

Article Issue Date2021-12 View167

Estimation of surface-level NO2 and O-3 concentrations using TROPOMI data and machine learning over East Asia File

Kang, Yoojin , Choi, Hyunyoung , Im, Jungho , Park, Seohui , Shin, Minso , Song, Chang-Keun , Kim, Sangmin

Article Issue Date2021-11 View122

Estimation of TROPOMI-derived Ground-level SO2 Concentrations Using Machine Learning Over East Asia File File

Choi, Hyunyoung , Kang, Yoojin , Im, Jungho

Article Issue Date2021-04 View172

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

Rana, S. M. Sohel , Lee, Jaese , Kang, Yoojin , Im, Jungho

Article Issue Date2026-02 View11

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

Improved retrievals of aerosol optical depth and fine mode fraction from GOCI geostationary satellite data using machine learning over East Asia File File

Kang, Yoojin , Kim, Miae , Kang, Eunjin , Cho, Dongjin , Im, Jungho

Article Issue Date2022-01 View203

Machine learning apporaches to wildfire detection using geostationary satellite data

Kang, Yoojin , Jang, Kunna , Im, Jungho

Conference Paper Issue Date2018-05-11 View64

Machine learning apporaches to wildfire detection using geostationary satellite data

Kang, Yoojin , Im, Jungho , Jang, Kunna

Conference Paper Issue Date2018-12-11 View102

Machine Learning-Based Atmospheric Correction Based on Radiative Transfer Modeling Using Sentinel-2 MSI Data and Its Validation Focusing on Forest File File

Kang, Yoojin , Kim, Yejin , Im, Jungho , Lim, Joongbin

Article Issue Date2023-10 View126

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

Kang, Yoojin

Thesis Issue Date2023-02 View90

Mitigating underestimation of fire emissions from the Advanced Himawari Imager: A machine learning and multi-satellite ensemble approach File File

Kang, Yoojin , Im, Jungho

Article Issue Date2024-04 View113

Monitoring Ground-level SO2 Concentrations Based on a Stacking Ensemble Approach Using Satellite Data and Numerical Models File File

Choi, Hyunyoung , Kang, Yoojin , Im, Jungho , Park, Seohui , Shin, Minso , Kim, Sang-Min

Article Issue Date2020-10 View138

Monitoring of overshooting tops over East Asia using Himawari-8 data and machine learning approaches?

Lee, Juhyun , Kim, Miae , Im, Jungho , Kang, Yoojin

Conference Paper Issue Date2018-05-11 View77

Reconstructing long-term (2003-2019) global high-resolution XCO2: bridging observational gaps with machine learning File File

Hwang, Soomin , Choi, Hyunyoung , Kang, Yoojin , Im, Jungho

Article Issue Date2026-12 View21

Retrieval of hourly PM2.5 using top-of-atmosphere reflectance from geostationary ocean color imagers I and II File

Choi, Hyunyoung , Park, Seonyoung , Kang, Yoojin , Im, Jungho , Song, Sanghyeon

Article Issue Date2023-04 View157

Retrieving Woody Components from Time-Series Gap-Fraction and Multispectral Satellite Observations over Deciduous Forests File File

Kim, Woohyeok , Lee, Jaese , Kang, Yoojin , Im, Jungho , Son, Bokyung , Lee, Jiwon

Article Issue Date2025-12 View25

Sensitivity analysis for CAS500-4 atmospheric correction using simulated images and suggestion of the use of geostationary satellite-based atmospheric parameters File File

Kang, Yoojin , Cho, Dongjin , Han, Daehyeon , Im, Jungho , Lim, Joongbi , Oh, Kum-hui , Kwon, Eonhye

Article Issue Date2021-10 View1557

Targeted drug delivery system based on NIR-responsive nanoparticles File

Kang, Yoojin

Thesis Issue Date2025-02 View124

Toward an adaptable deep-learning model for satellite-based wildfire monitoring with consideration of environmental conditions File

Kang, Yoojin , Sung, Taejun , Im, Jungho

Article Issue Date2023-12 View198

Trend Analysis ofVegetation Changes of Korean Fir (Abies koreana Wilson) in Hallasan and Jirisan Using MODIS Imagery File File

Choo, Minki , Yo, Cheolhee , Im, Jungho , Cho, Dongjin , Kang, Yoojin , Oh, Hyunkyung , Lee, Jongsung

Article Issue Date2023-06 View137

Understanding the Impact of Forest Fire on Ambient Air Quality File

Kang, Yoojin , Choi, Hyunyoung , Kim, Yejin , Im, Jungho

Article Issue Date2024-02 View23

Wildfire Severity Mapping Using Sentinel Satellite Data Based on Machine Learning Approaches File

Sim, Seongmun , Kim, Woohyeok , Lee, Jaese , Kang, Yoojin , Im, Jungho , Kwon, Chunguen , Kim, Sungyong

Article Issue Date2020-10 View158

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