Fenghua Ling

Optimized LCZ mapping with automated machine learning reveals thermal disparities during a heatwave event

Jiyang Xia, Yuan Sun, Fenghua Ling, Sarah Lindley, Jianyi Liu, X. Ye, et al.

TSSM: Triaxial State Space Model for Global Station Weather Forecasting with Temporal-Variable-Historical Modeling

Songru Yang, Zili Liu, Tao Han, Ben Fei, Fenghua Ling, Lei Bai, et al.

Global Station Weather Forecasting (GSWF) is pivotal for localized and extreme weather prediction over key regions. Despite efforts to exploit look-back windows, existing methods show limited accuracy gains and struggle with extreme events and error accumulation. These limitation…Read more