Radar Echo Extrapolation Based on Translator Coding and Decoding Conditional Generation Adversarial Network

In response to the shortcomings of current spatiotemporal prediction models, which frequently encounter difficulties in temporal feature extraction and the forecasting of medium to high echo intensity regions over extended sequences, this study presents a novel model for radar echo extrapolation tha...

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Veröffentlicht in:	Applied sciences Jg. 14; H. 22; S. 10550
Hauptverfasser:	Mou, Xingang, He, Yuan, Li, Wenfeng, Zhou, Xiao
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 01.11.2024
Schlagworte:	Analysis conditional generative adversarial networks Deep learning Neural networks Partial differential equations Precipitation precipitation nowcasting radar echo images Radar systems Rain temporal attention unit translator encoder–decoder structure Weather forecasting
ISSN:	2076-3417, 2076-3417
Online-Zugang:	Volltext
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