A0534
Title: Spatiotemporal analysis of climate variables around the Korean Peninsula
Authors: Jaehong Jeong - Hanyang University (Korea, South) [presenting]
Abstract: Renewable energy has significant potential for future energy portfolios without negative environmental impacts. Climate variables, such as wind vectors and wave height, are analyzed around the Korean Peninsula from the fifth-generation ECMWF atmospheric reanalysis (ERA5). To model the spatiotemporal dynamics of these variables, several modeling approaches are explored, including trans-Gaussian processes, fixed rank Kriging, and/or deep learning models. The results provide practical insights into the optimal site selection for power generation and highlight the feasibility of renewable energy sources in South Korea.
