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Authors
Liu, Haizhi
Wang, Yaqiang
Xu, Chong
Song, Qiaoyun
Xu, Hui
Liu, Zimu
Yang, Yin
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Funding
Funding for this research was provided by:
Open Research Project of the Key Laboratory of Hydro-meteorology, China Meteorological Administration (2024CMAHHU05)
Fund Project of the National Natural Science Foundation of China and the China Meteorological Administration (U234220088)
Open Research Fund Project of the Key Laboratory of Rainstorm, Flood, Drought, and Waterlogging Disasters in Plateau and Basin, Sichuan Province (SZKT202308)
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Article History
Received: 15 November 2025
Accepted: 10 February 2026
First Online: 26 March 2026
Competing interests
: The authors declare no competing interests.
