Evidence map›Paper›PMID 41495362›Full record

ArticleScientific reports2026

Urban flood risk assessment based on the combination weight of game theory: a case study of Jinan City, China.

Guoyi Li, Weiwei Shao, Yong Li, Yang Zhao, Yi Zhang, Tianxu Song

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Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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6 authors.

Guoyi LiShandong Agriculture and Engineering University, No.866 Nongganyuan Road, LiCheng District, Jinan, 250100, China.
Weiwei ShaoChina Institute of Water Resources and Hydropower Research, Beijing, 100044, China.
Yong LiShandong Agriculture and Engineering University, No.866 Nongganyuan Road, LiCheng District, Jinan, 250100, China. iwhrligy@163.com.
Yang ZhaoShanghai Nuclear Engineering Research & Design Institute Co., LTD, Shanghai, 200233, China.
Yi ZhangShandong Agriculture and Engineering University, No.866 Nongganyuan Road, LiCheng District, Jinan, 250100, China.
Tianxu SongChina Institute of Water Resources and Hydropower Research, Beijing, 100044, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Floods are one of the most common natural disasters and can occur anywhere in the world. In China, with climate change and urbanization leading to an incerase in the frequency and intensity of extreme rainfall, the damage caused by urban flooding is becoming more severe. Flood risk assessment is an important tool for flood prevention and mitigation, and has important practical applications in urban flood risk management and response. In this paper, a new multi-criteria decision analysis (MCDA) model for urban flood risk assessment was proposed, which integrates the game theoretic (GT) combination of AHP-CRITIC subjective and objective assignment methods to determine the weights of the indicators. Based on the hazard-vulnerability as the flood risk assessment system, a total of 17 representative indicator factors were selected to explore the distribution of flood risk in the main urban area of Jinan City. The results show that the very high risk zones were mainly distributed in the border area of four districts: Lixia District, Tianqiao District, Huaiyin District and Shizhong District. The collection of historical flood-prone point data to verify the assessment results shows that the GT method assigns weight values with comprehensive consideration of the impact of subjective and objective assignments, which verifies the reliability of the method, and thus the flood risk zoning maps obtained are more reasonable and reliable. The game-theoretic combination assignment method can reduce the subjectivity of a single assignment method, improve the accuracy of flood risk assessment, and provide a basis for urban flood risk management.

Indexed as

Combination weightingGame theoryGeographic information systemMulti-criteria decision analysisRisk assessmentUrban waterlogging

Identifiers

PMID41495362
PMCPMC12859114

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