- 2006.03. ? 2014.08. 한양대학교 (공학사/이학사, 산업공학/수학)
- 2017.03. ? 2019.02. 광주과학기술원 (공학석사, 지구환경공학부)
- 2019.03. ? 2022.02. 광주과학기술원 (공학박사, 지구환경공학부)
- 2021.10. ? 2022.03. Asian Disaster Preparedness Center (인턴)
- 2022.03. ? 2023.08. Max Planck Institute for Biogeochemistry (박사후연구원)
- 2023.09. ? 현재. 부경대학교 환경대기과학전공 조교수
climate extremes, climate prediction, hybrid modeling, human impact
AI프로그래밍 및 실습, 기후변화와 환경의 미래, 탄소순환 및 연습, 해양기상학 및 실습, 환경빅데이터 활용 이론 및 실습
Son, R., Stacke, T., Gayler, V., Nabel, J. E. M. S., Schnur, R., Silva, L. A., ... & Carvalhais, N. (2023). Integration of a deep-learning-based fire model into a global land surface model. Authorea Preprints.
Son, R., Stratoulias, D., Kim, H. C., & Yoon, J. H. (2023). Estimation of surface Pm2. 5 concentrations from atmospheric gas species retrieved from tropomi using deep learning: impacts of fire on air pollution over Thailand. Atmospheric Pollution Research.
Son, R., Ma, P. L., Wang, H., Rasch, P. J., Wang, S. Y., Kim, H., ... & Yoon, J. H. (2022). Deep learning provides substantial improvements to countylevel fire weather forecasting over the western united states. Journal of Advances in Modeling Earth Systems.
Son, R., & Stratoulias, D. (2022). Sentinel-5P Based Estimation of PM 2.5 Concentrations Across Thailand Using Tabnet. In IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium (pp. 6618-6621).
Son, R., Wang, S. S., Kim, S. H., Kim, H., Jeong, J. H., & Yoon, J. H. (2021). Recurrent pattern of extreme fire weather in California. Environmental Research Letters.
Son, R., Kim, H., Wang, S. Y. S., Jeong, J. H., Woo, S. H., Jeong, J. Y., ... & Yoon, J. H. (2021). Changes in fire weather climatology under 1.5° C and 2.0° C warming. Environmental Research Letters.
Son, R., Wang, S. Y. S., Tseng, W. L., Barreto Schuler, C. W., Becker, E., & Yoon, J. H. (2020). Climate diagnostics of the extreme floods in Peru during early 2017. Climate dynamics.
Climate Extremes Research Lab (극한기후연구실)