Self-clustered GAN for precipitation nowcasting

Self-clustered GAN for precipitation nowcasting

Abstract This paper proposes a novel GAN framework with self-clustering approach for precipitation nowcasting (ClusterCast). Previous studies have primarily captured the motion vector using only a single latent space, making the models difficult to adapt to disparate space-time distribution of preci...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Sojung An, Tae-Jin Oh, Sang-Wook Kim, Jason J. Jung
Format: Artikel
Sprache:English
Veröffentlicht: Nature Portfolio 2024-04-01
Schriftenreihe:Scientific Reports
Schlagworte:
Precipitation nowcasting
Representation learning
Self-supervised learning
Online Zugang:https://doi.org/10.1038/s41598-024-60253-w

Online

https://doi.org/10.1038/s41598-024-60253-w

Ähnliche Einträge