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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Egile Nagusiak:	Chunlei Yang, Huiling Yuan, Feng Zhang, Meng Xie, Yan Wang, Geng‐Ming Jiang
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	American Geophysical Union (AGU) 2024-07-01
Saila:	Earth and Space Science
Gaiak:	convective initiation nowcasting random forest geostationary satellite physics‐augmentation
Sarrera elektronikoa:	https://doi.org/10.1029/2024EA003571
Etiketak:	Etiketa erantsi Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!