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

Choi, Hyunyoung

Thesis Issue Date2026-02 View6
Aerosol optical depth retrieval from Geostationary Environment Monitoring Spectrometer (GEMS): Advancing the first hyperspectral geostationary air quality mission using deep learning File

Choi, Hyunyoung , Park, Seohui , Im, Jungho , Kang, Eunjin , Kim, Jhoon , Kim, Sang-Min

Article Issue Date2025-09 View27
Comprehensive 24-hour ground-level ozone monitoring: Leveraging machine learning for full-coverage estimation in East Asia File

Kim, Yejin , Park, Seohui , Choi, Hyunyoung , Im, Jungho

Article Issue Date2025-05 View20
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 View123
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
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 View140
Quantifying Multi-pollutant Co-exposure via Deep Learning-Based Simultaneous Prediction Using Geostationary Satellite Data File File

Kang, Eunjin , Jung, Sihun , Im, Jungho , Choi, Hyunyoung , Hwang, Soomin , Yoo, Cheolhee , Marshall, Julian D. , Kim, Deoksu , Kim, Jhoon , Kim, Sang-Min

Article Issue Date2026-03 View9
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 View24
Retrieval of Hourly Aerosol Optical Depth Using Top-of-Atmosphere Reflectance from GOCI-II and Machine Learning over South Korea File File

Yang, Seyoung , Choi, Hyunyoung , Im, Jungho

Article Issue Date2023-10 View132
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 View159
Satellite-based Air Quality Monitoring Using Artificial Intelligence: Research Trends and Future Perspectives File

Choi, Hyunyoung , Hwang, Soomin , Kang, Eunjin , Kim, Yejin , Yang, Seyoung , Malik, Saman , Keya, Jebun Naher , Lee, Sihyun , Im, Jungho

Article Issue Date2025-04 View23
Spatial downscaling of ocean colour-climate change initiative (OC-CCI) Forel-Ule Index using GOCI satellite image and machine learning technique File File

Sung, Taejun , Kim, Young Jun , Choi, Hyunyoung , Im, Jungho

Article Issue Date2021-10 View222
Understanding the Impact of Forest Fire on Ambient Air Quality File

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

Article Issue Date2024-02 View23
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