Results 181 to 190 of about 1,500 (207)

The reconstitution predictive network for precipitation nowcasting

Neurocomputing, 2022
Chuyao Luo, Guangning Xu, Xutao Li 0003, Yunming Ye   +3 more
openaire   +1 more source

Soft computing techniques in ensemble precipitation nowcast

Applied Soft Computing, 2013
This study presented various soft computing techniques for forecasting the hourly precipitations during tropical cyclones. The purpose of the current study is to present a concise and synthesized documentation of the current level of skill of various models at precipitation forecasts.
openaire   +1 more source

Castingformer:A deep neural network for precipitation nowcasting

2022 IEEE 24th Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, Cloud & Big Data Systems & Application (HPCC/DSS/SmartCity/DependSys), 2022
Ge Yang, Lijia Lin, Dian Huang
openaire   +1 more source

Spatiotemporal Contextual Consistency Network for Precipitation Nowcasting

2022 IEEE International Conference on Data Mining (ICDM), 2022
Xinyu Xiao, Qizhao Jin, Gaofeng Meng, Shiming Xiang, Chunhong Pan   +4 more
openaire   +1 more source

Mutual Information Based Reweighting for Precipitation Nowcasting

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Yuan Cao, Danchen Zhang, Xin Zheng, Hongming Shan, Junping Zhang   +4 more
openaire   +1 more source

Tropical Cyclone Precipitation Nowcasting

In current tropical cyclone precipitation nowcasting tasks, most existing approaches rely on numerical weather prediction (NWP) systems or deterministic deep learning frameworks; although these methods have achieved notable improvements, their forecasts often suffer from limitations in capturing highly localized and rapidly evolving rainfall structures,
openaire   +1 more source

A spatio-temporal graph-guided convolutional LSTM for tropical cyclones precipitation nowcasting

Applied Soft Computing Journal, 2022
Zhenhong Du, Xiaofan Li
exaly  

MM-RNN: A Multimodal RNN for Precipitation Nowcasting

IEEE Transactions on Geoscience and Remote Sensing, 2023
Zhifeng Ma, Hao Zhang 0016, Jie Liu 0001
openaire   +1 more source

Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learning

GIScience and Remote Sensing, 2023
Daehyeon Han, Jungho Im, Juhyun Lee
exaly  

Two-stream convolutional LSTM for precipitation nowcasting

Neural Computing and Applications, 2022
Suting Chen, Xin Xu, Yanyan Zhang, Dongwei Shao, Song Zhang, Mingjian Zeng   +5 more
openaire   +1 more source