Short-Term Rainfall Prediction Based on Radar Echo Using an Improved Self-Attention PredRNN Deep Learning Model

Accurate short-term precipitation forecast is extremely important for urban flood warning and natural disaster prevention. In this paper, we present an innovative deep learning model named ISA-PredRNN (improved self-attention PredRNN) for precipitation nowcasting based on radar echoes on the basis o...

Popoln opis

Bibliografske podrobnosti

Principais autores:	Dali Wu, Li Wu, Tao Zhang, Wenxuan Zhang, Jianqiang Huang, Xiaoying Wang
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2022-11-01
Serija:	Atmosphere
Teme:	deep learning spatiotemporal prediction short-term precipitation
Online dostop:	https://www.mdpi.com/2073-4433/13/12/1963
Oznake:	Označite Brez oznak, prvi označite!