Convective Initiation Nowcasting in South China Using Physics‐Augmented Random Forest Models and Geostationary Satellites

Abstract Convective initiation (CI) nowcasting in subtropical regions often faces challenges, such as complex physical processes and imbalanced samples of CI events, resulting in a high false alarm ratio (FAR). In this paper, we propose a Storm Warning System with Physics‐Augmentation (SWASP) based...

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Hlavní autoři:	Chunlei Yang, Huiling Yuan, Feng Zhang, Meng Xie, Yan Wang, Geng‐Ming Jiang
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	American Geophysical Union (AGU) 2024-07-01
Edice:	Earth and Space Science
Témata:	convective initiation nowcasting random forest geostationary satellite physics‐augmentation
On-line přístup:	https://doi.org/10.1029/2024EA003571
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