Flood forecasting based on radar precipitation nowcasting using U-net and its improved models

J Li, L Li, T Zhang, H Xing, Y Shi, Z Li, C Wang, J Liu - Journal of Hydrology, 2024 - Elsevier
Accurate and timely short-term precipitation nowcasting is important for achieving reliable
flood forecasting. The data-driven approaches have performed well in radar echo …

Radar-Based Precipitation Nowcasting Based on Improved U-Net Model

Y Tan, T Zhang, L Li, J Li - Remote Sensing, 2024 - mdpi.com
Rainfall nowcasting is the basis of extreme rainfall monitoring, flood prevention, and water
resource scheduling. Based on the structural features of the U-Net model, we proposed the …