Enhancing precipitation estimation accuracy: An evaluation of traditional and machine learning approaches in rainfall predictions

Y Yin, J He, J Guo, W Song, H Zheng, J Dan - Journal of Atmospheric and …, 2024 - Elsevier
The mounting frequency of extreme precipitation events globally, affecting human activities,
has spotlighted the need for precipitation research. Although beneficial for precipitation …

Radar precipitation nowcasting based on ConvLSTM model in a small watershed in north China

J Li, Y Shi, T Zhang, Z Li, C Wang, J Liu - Natural Hazards, 2024 - Springer
The spatial distribution and depth of precipitation are the main driving factors for the
formation of flood disasters. Precipitation nowcasting plays a crucial role in rainstorm …