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Chun-Xia Zhang

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Open access Oct 2026

Sustainable Flood Emergency Material Demand Grading and Routing Re-Optimization: A Game-Theoretic Combined Weighting and Grey-TOPSIS Approach in Jiaozuo, China

Timely, differentiated distribution of emergency materials reduces flood losses and supports resilient, sustainable cities, and yet demand urgency is rarely quantified jointly with routing. We propose an integrated framework combining game-theoretic AHP–CRITIC weighting, grey relational TOPSIS, exact Fisher–Jenks parti...

Chun-Xia Zhang, Zi-Yu Wang, Ling Luo et al. · 0 citations
Open access Sep 2026

Urban Flood Resilience in Climate Transition Zones: Diagnosing a Precipitation Regime Shift Towards Re-Benchmarking Design Standards—Evidence from Zhengzhou, China

Mid-latitude climate transition zones (30–35° N), where monsoon, westerly, and orographic forcing interact, face reorganizing precipitation regimes; yet, urban flood design standards there remain calibrated to stationary historical statistics. Using Zhengzhou, China, as a representative case, we reconstruct its precipi...

Chun-Xia Zhang, Zi-Yu Wang, Na-Na Kong · 0 citations
Open access Oct 2026

Spatiotemporal Evolution of Urban Flood Risk in a Mid-Sized City Cluster: A Three-Stage Assessment of Six Northern Henan Cities Around the July 2021 Extreme Event

Post-disaster research on the July 2021 (“7·20”) Henan flood has concentrated on the megacity Zhengzhou, leaving six severely hit mid-sized cities unassessed. This study assesses urban flood risk for Anyang, Hebi, Xinxiang, Jiaozuo, Puyang, and Jiyuan over 2018–2024 (42 city-year samples) on a 12-indicator Hazard–Expos...

Chun-Xia Zhang · 0 citations

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