Rainstorm-Induced Emergency Recognition from Citizens’ Communications Based on Spatial Feature Extraction and Transfer Learning

AbstractThe rapid recognition of rainstorm-induced emergencies (e.g., building and road inundation, facility damage, and trapped citizens) is vital to timely disaster response. One big challenge that limits the performance of emergency recognition is the data imbalance between different emergency do...

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Veröffentlicht in:	Natural hazards review 2023-02, Vol.24 (1)
Hauptverfasser:	Liu, Zhao-ge, Li, Xiang-yang, Zhu, Xiao-han, Wu, Chong
Format:	Artikel
Sprache:	eng
Schlagworte:	Cognitive tasks Critical components Disaster management Domains Emergencies Emergency response Empirical analysis Feature extraction Forestry Knowledge management Learning Probability theory Rainstorms Technical Papers Transfer learning
Online-Zugang:	Volltext
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