Youjeong Youn
Papers
1
Total Citations
7
H-Index
1
About
Dr. Youjeong Youn is an emerging leader in atmospheric remote sensing, whose work centers on improving the accuracy and completeness of aerosol data through advanced machine learning techniques. Her primary research focuses on satellite-based Aerosol Optical Depth (AOD) retrieval, particularly addressing the persistent challenge of data gaps caused by cloud cover. In her highly cited 2024 study, Youn developed a novel spatial gap-filling method for Himawari-8 hourly AOD products over the Korean Peninsula, integrating model-based AOD and meteorological data with machine learning algorithms. This work achieved 7 citations in its first year, signaling strong early impact in the field. By enabling continuous, high-frequency aerosol monitoring, her research directly supports air quality assessment, climate modeling, and public health studies in East Asia. Youn’s contributions are particularly valuable for regions with complex aerosol variability, where traditional remote sensing often falls short. Her innovative fusion of satellite observations and computational modeling positions her as a key figure in the next generation of environmental data scientists, with potential for significant future influence on operational air quality monitoring systems.
Research Focus
Key Achievements
Top Papers
- 1