Flood risk assessment using deep learning integrated with multi-criteria decision analysis

作者：

Highlights：

• Deep learning integrated with multi-criteria decision analysis for flood risk assessment.

• Flood risk framework includes integration of hazard, exposure, and vulnerability maps.

• Deep learning algorithm outperformed other hybrid ML models for better flood risk assessment.

摘要

•Deep learning integrated with multi-criteria decision analysis for flood risk assessment.•Flood risk framework includes integration of hazard, exposure, and vulnerability maps.•Deep learning algorithm outperformed other hybrid ML models for better flood risk assessment.

论文关键词：Food risk assessment,Deep learning,Multi-criteria decision analysis,AHP,Vietnam

论文评审过程：Received 5 October 2020, Revised 20 January 2021, Accepted 22 February 2021, Available online 25 February 2021, Version of Record 3 March 2021.

论文官网地址：https://doi.org/10.1016/j.knosys.2021.106899