Skillful quantitative precipitation nowcasting (QPN) is important for predicting precipitation in
the upcoming few hours and thus avoiding significant socioeconomic damage. Recent QPN …

Precipitation nowcasting plays an important role in our life. Many deep learning-based
methods are proposed for precipitation nowcasting by predicting radar echo sequence over …

Storm nowcasting is critical and urgently needed. Recent advances in deep learning (DL)
have shown potential for improving nowcasting accuracy and predicting general low …

短临降水预报是指短期内降水的高分辨率预测, 是一项重要但又困难的任务.
在深度学习的背景下, 它被视为一个基于雷达回波图的时空序列预测问题 …

The progression of peripapillary atrophy (PPA) is closely associated with the development of
retinal diseases such as myopia and glaucoma. PPA prediction employing longitudinal …

Accurate precipitation nowcasting is of great significance for flood prevention, agricultural
production, and public safety. In recent years, spatiotemporal sequence models based on …

Precipitation nowcasting refers to the high-resolution prediction of precipitation in the short
term, which is an important but difficult task. In the context of deep learning, it is viewed as a …

Although deep learning-based methods have shown great success in spatiotemporal
predictive learning, the framework of those models is designed mainly by intuition. How to …

The task of precipitation nowcasting is significant in the operational weather forecast. The
radar echo map extrapolation plays a vital role in this task. Recently, deep …