Hu Lei received the B.S. degree in Science from Henan University in 2019 and the Ph.D. degree in Science from the Institute of Atmospheric Physics, University of Chinese Academy of Sciences in 2024. Her research interests include dynamics of weather and climate predictability, ensemble forecasting, applications of artificial intelligence technology in perimeter intrusion detection, and meteorological disaster early warning. As the Project Leader, I am responsible for leading the National Natural Science Foundation of China (NSFC) Young Scientists Fund project titled: Application of the Nonlinear Forced Singular Vector Method in Reducing the Impact of Model Errors on ENSO Forecasting