About
SEJEONG BAE UNIST
- Email:
- sjbae1102@unist.ac.kr
- Status:
- Combined M.S. and Ph.D. Student
- Major:
- Environmental Science and Engineering
- Department:
- Civil, Urban, Earth, and Environmental Engineering
Education
2023.09 - Present
Combined M.S. & Ph.D - Department of Civil, Urban, Earth, and Environmental Engineering, Ulsan National Institute of Science and Technology
2019.03 - 2023.08
Bachelor of Engineering - Department of Civil Engineering, Seoul National University of Science and Technology
Publications
2026
Bae, S., Son, B., Sung, T., Kim, Y., Kim, Y., & Im, J. (2026). All-sky hourly estimation over East Asia using Himawari-8 AHI and multi-source data: investigating the main climatic drivers of afternoon depression and intraday variability in gross primary productivity. GIScience & Remote Sensing, 63(1), 2609352. (Impact Factor: 6.9, JCR: 10.0%)
2025
Bae, S., Son, B., Sung, T., Kang, Y., & Im, J. (2025). Advancing hourly gross primary productivity mapping over East Asia using Himawari-8 AHI and artificial intelligence: Unveiling the impact of aerosol-induced radiation dynamics. Remote Sensing of Environment, 323, 114735. (Impact Factor: 11.4, JCR: 2.4%)
2024
Tobias, R. R., Bae, S., Cho, H., & Im, J. (2024). SAMBA: Synthetic Data-Augmented Mamba-Based Change Detection Algorithm Using KOMPSAT-3A Imagery. Korean Journal of Remote Sensing, 40(6_3), 1505-1521.
2023
Bae, S., Son, B., Sung, T., Lee, Y., Im, J., & Kang, Y. (2023). Estimation of Fractional Urban Tree Canopy Cover through Machine Learning Using Optical Satellite Images. 기계학습을 이용한 광학 위성 영상 기반의 도시 내 수목 피복률 추정. Korean Journal of Remote Sensing, 39(5), 1009-1029.
2021
Lee, C., Yun, Y., Bae, S., Eo, Y. D., Kim, C., Shin, S., ... & Han, Y. (2021). Analysis of deep learning research trends applied to remote sensing through paper review of Korean domestic journals. 국내학회지 논문 리뷰를 통한 원격탐사 분야 딥러닝 연구 동향 분석. Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography, 39(6), 437-456.
Awards
2025
Best Presentation Award, Korean Society of Remote Sensing
2025
Outstanding Paper Presentation Award, Korean Association of Geographic Information Studies
2024
Korea Aerospace Administration (KASA) Administrator's Award (Grand Prize), 2024 Satellite Information Application Contest - [Division 2] Development of a Change Detection Algorithm Based on Multi-temporal Images
2024
Outstanding Paper Presentation Award, Korean Association of Geographic Information Studies
2021
Encouragement Award, 2021 Agricultural and Forestry Satellite Idea Challenge
Grants
2024
Research Scholarship for Master's Students, National Research Foundation of Korea (2024 석사과정생 연구장려금 지원사업; RS-2024-00465)