Optimization of Flash Flood Monitoring and Early Warning Paradigm

doi: 10.1007/s12583-026-0623-0

• Sidong Zeng^{1 ,}  , 
• Fangqiang Wei^{1 ,  ,  ,}  , 
• Chaojun Ouyang^{2 ,}  , 
• Qiao Chen^{1 ,}  , 
• Xuerui Zhang^{1 ,}  , 
• Danhua Zhai^{3 ,}  , 
• Hong Du^{4 ,}  , 
• Hayley J. Fowler^{5 ,}  , 
• Jun Xia^{6 ,  ,  ,} 

• 1.

  Key Laboratory of Mountain Hazards and Engineering Resilience, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing 400714, China

• 2.

  Key Laboratory of Mountain Hazards and Engineering Resilience, Institute of Mountain Hazards and Environment, Chinese Academy of Sciences, Chengdu 610299, China

• 3.

  Chongqing Meteorological Observatory, Chongqing 401147, China

• 4.

  College of Resources and Environment, South-Central Minzu University, Wuhan 430074, China

• 5.

  School of Engineering, Newcastle University, Newcastle upon Tyne, NE1 7RU, UK

• 6.

  State Key Laboratory of Water Resources Engineering and Management, Wuhan University, Wuhan 430072, China