About

Sejeong Bae

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

  • 1. 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%)
  • 2. 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.
  • 3. 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.
  • 4. 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

Grants

  • 2024: Research Scholarship for Master's Students, National Research Foundation of Korea (2024 석사과정생 연구장려금 지원사업; RS-2024-00465)