Publications
### Publications ### Journal paper (Published) * **Yi, S.** (2024). Water Transfer Energy Efficiency Index for inter-basin water transfer projects. Water and Environment Journal, 38(3), 535–547.[https://doi.org/10.1111/wej.12929](https://doi.org/10.1111/wej.12929) * **Yi, S.**, Kondolf, G. M., Sandoval-Solis, S., & Dale, L. (2024). Groundwater Level Forecasting Using Machine Learning: A Case Study of the Baekje Weir in Four Major Rivers Project, South Korea. Water Resources Research, 60, e2022WR032779. [https://doi.org/10.1029/2022WR032779](https://doi.org/10.1029/2022WR032779) * Lee, E., Ji, J., Lee, S., Yoon, J., **Yi, S.**, & Yi, J. (2023). Development of an Optimal Water Allocation Model for Reservoir System Operation. Water, 15(20), 3555. https://doi.org/10.3390/w15203555 * Lee, S., Choi, Y., Ji, J., Lee, E., **Yi, S.**, & Yi, J. (2023). Flood Vulnerability Assessment of an Urban Area: A Case Study in Seoul, South Korea. Water, 15(11), 1979. [https://doi.org/10.3390/w15111979](https://doi.org/10.3390/w15111979) * Choi, Y., Ji, J., Lee, E., Lee, S., **Yi, S.**, & Yi, J. (2023). Developing Optimal Reservoir Rule Curve for Hydropower Reservoir with an add-on Water Supply Function Using Improved Grey Wolf Optimizer. Water Resources Management. [https://doi.org/10.1007/s11269-023-03478-0](https://doi.org/10.1007/s11269-023-03478-0) * Chae, H., Ji, J., Lee, E., Lee, S., Choi, Y., **Yi, S.**, & Yi, J. (2022). Assessment of activating reservoir emergency storage in climate-change-fueled extreme drought. Water, 14(20), 3242. [https://doi.org/10.3390/w14203242](https://doi.org/10.3390/w14203242) * **Yi, S.**, Kondolf, G. M., Sandoval-Solis, S., & Dale, L. (2022). Application of machine learning-based energy use forecasting for inter-basin water transfer project. In Water Resources Management. [https://doi.org/10.1007/s11269-022-03326-7](https://doi.org/10.1007/s11269-022-03326-7) * Yang, L., Bai, X., Zheng Khanna, N., **Yi, S.**, Hu, Y., Deng, J., Gao, H., Tuo, L., Xiang, S., & Zhou, N. (2018). Water evaluation and planning (WEAP) model application for exploring the water deficit at catchment level in Beijing. Desalination and Water Treatment, 118, 12–25. [https://doi.org/10.5004/dwt.2018.22332](https://doi.org/10.5004/dwt.2018.22332) ### Journal paper (under second ^^ and first ^ review) * ^^ **Yi, S.**, Yi, J. Reservoir-based flood forecasting and warning using machine learning and deep learning techniques . Applied Water Science. * ^ **Yi, S.**, Kondolf, M. Environmental Planning in U.S. Inter-Basin Water Transfer Projects. Frontiers in Environmental Science. * ^ **Yi, S.**, Lee, J., Lee., C., Lee., Lee., S., Ji, J., Lee, E., Yi., J. Predicting flow regime alterations post-dam removal: A machine learning approach incorporating land use and cover dynamics. International Journal of Water Resources Development. * ^ Lee, S., Ji, J., Lee, E., Lee, J., **Yi, S.**, Yi, J. Predicting streamflow in ungauged basins using deep learning algorithms. Applied Water Science. * ^ Lee, E., **Yi, S.**, Ji, J., Hong, J., Lee, S., Lee, J., Yi, J. Development of reservoir operation model determining the pre-release strategy for the flood events. Journal of Hydroinformatics. ### Journal paper (Preparation) * **Yi, S.**, Stanford, B., Yarnell, S., Zimmerman, J., Grantham, T. Evaluating Environmental Flows in the Central Valley Under Various Management Scenario. Journal of Environmental Sciences. * **Yi, S.**, Solis, S. Reservoir water balance simulation model using machine learning and deep learning algorithms. Journal of Hydrology * **Yi, S.**, Solis, S., Bombardelli, F., Puente, C. Water resources management in the Apurímac River Basin: One-bucket model approach. Water. * **Yi, S.**, Lisa, T., Kilduff, P., Solis, S. WEAPhish: Integrating water resources and fish population dynamics tools. Journal of Hydroinformatics. * Lee, E.; Ji, J., **Yi, S.**, Choi, Y., Lee, S., Yi, J. Development of a water allocation estimation model for reservoirs utilizing rule curves: A case study of the Han River Basin. Hydrology earth system sciences. * Lee, E., Ji, J., **Yi, S.**, Lee, S., Lee, J., Yi, J. Enhancing flood control and water management efficiency. Scientific Report. ### Technical Report * Lisa, T., Kilduff, P., Solis, S. **Yi, S.**, Modeling Tool to Assess and Mitigate the Effect of Small Hydropower on Stream Fishes in Changing California Climate, California Energy Commission, Online Report. June 2015. * Radke, J., Biging, G., Roberts, K., Schmidt-Poolman, M., Foster, H., Roe, E., Ju, Y., Lindbergh, S., Beach, T., Maier, L., He, Y., Ashenfarb, M., Norton, P., Wray, M., Alruheili, A., **Yi, S.**, Rau, R., Collins, J., Radke, D., Coufal, M., Marx, S., Gohar, A., Moanga, D., Ulyashin, V., Dalal, A., 2018. Assessing Extreme Weather-Related Vulnerability and Identifying Resilience Options for California’s Interdependent Transportation Fuel Sector (Technical Report No. CCCA4- CEC-2018– 012). State of California Energy Commission. ### Book Chapters * Lund, J., Hui, R., Escriva, A., Porse, E., Adams, L., Connaughton, J., Kasuri, L., Lord, B., Siegfried, L., Thayer, R., Solis, S., **Yi, S.** Reservoir operation design. Chapter 124, Handbook of Applied Hydrology, February 2015. * **Yi, S.**, Yi, J. Water Resources Management in South Korea. Chapter 10, Integrated Water Resource Management: Cases from Africa, Asia, Australia, Latin America and USA, July 2019.