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Article

A Multi-Indicator Hazard Mechanism Framework for Flood Hazard Assessment and Risk Mitigation: A Case Study of Rizhao, China

1
School of Geography and Tourism, Qufu Normal University, Rizhao 276826, China
2
Sino-Belgian Joint Laboratory of Geo-Information, Rizhao 276826, China
3
Institutes of Science and Development, Chinese Academy of Sciences, Beijing 100190, China
*
Author to whom correspondence should be addressed.
Land 2026, 15(1), 82; https://doi.org/10.3390/land15010082 (registering DOI)
Submission received: 5 December 2025 / Revised: 26 December 2025 / Accepted: 30 December 2025 / Published: 31 December 2025

Abstract

Urban flooding has become a critical environmental challenge under global climate change and rapid urbanization. This study develops a multi-indicator hazard mechanism framework for flood hazard assessment in Rizhao, a coastal city in China, by integrating three fundamental hydrological processes: runoff generation, flow convergence, and drainage. Based on geospatial data—including DEM, road networks, land cover, and soil characteristics—six key indicators were evaluated using the TOPSIS method: runoff curve number, impervious surface percentage, topographic wetness index, time of concentration, pipeline density, and distance to rivers. The results show that extreme-hazard zones, covering 6.41% of the central urban area, are primarily clustered in northern sectors, where flood susceptibility is driven by the synergistic effects of high imperviousness, short concentration time, and inadequate drainage infrastructure. Independent validation using historical flood records confirmed the model’s reliability, with 83.72% of documented waterlogging points located in predicted high-hazard zones and an AUC value of 0.737 indicating good discriminatory performance. Based on spatial hazard patterns and causal mechanisms, an integrated mitigation strategy system of “source reduction, process regulation, and terminal enhancement” is proposed. This strategy provides practical guidance for pipeline rehabilitation and sponge city implementation in Rizhao’s resilience planning, while the developed hazard mechanism framework of “runoff–convergence–drainage” provides a transferable methodology for flood hazard assessment in large-scale urban environments.
Keywords: flood hazard assessment; runoff–convergence–drainage indicator system; TOPSIS; mitigation strategies; Rizhao City flood hazard assessment; runoff–convergence–drainage indicator system; TOPSIS; mitigation strategies; Rizhao City

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MDPI and ACS Style

Ma, Y.; Li, X.; Yang, Y.; He, S.; Guo, H.; Liu, B. A Multi-Indicator Hazard Mechanism Framework for Flood Hazard Assessment and Risk Mitigation: A Case Study of Rizhao, China. Land 2026, 15, 82. https://doi.org/10.3390/land15010082

AMA Style

Ma Y, Li X, Yang Y, He S, Guo H, Liu B. A Multi-Indicator Hazard Mechanism Framework for Flood Hazard Assessment and Risk Mitigation: A Case Study of Rizhao, China. Land. 2026; 15(1):82. https://doi.org/10.3390/land15010082

Chicago/Turabian Style

Ma, Yunjia, Xinyue Li, Yumeng Yang, Shanfeng He, Hao Guo, and Baoyin Liu. 2026. "A Multi-Indicator Hazard Mechanism Framework for Flood Hazard Assessment and Risk Mitigation: A Case Study of Rizhao, China" Land 15, no. 1: 82. https://doi.org/10.3390/land15010082

APA Style

Ma, Y., Li, X., Yang, Y., He, S., Guo, H., & Liu, B. (2026). A Multi-Indicator Hazard Mechanism Framework for Flood Hazard Assessment and Risk Mitigation: A Case Study of Rizhao, China. Land, 15(1), 82. https://doi.org/10.3390/land15010082

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