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Analysis of Multi-scale Spatio-temporal Distribution Characteristics and Driving Forces of Urban Waterlogging in Zhengzhou City
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Jie ZHENGa, Xue-ni WANGa, b, Hua JINa, Zhong-feng ZHAOa
Water Resources and Power | 2026, 44(1) : 6 - 10
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Water Resources and Power | 2026, 44(1): 6-10
Analysis of Multi-scale Spatio-temporal Distribution Characteristics and Driving Forces of Urban Waterlogging in Zhengzhou City
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Jie ZHENGa, Xue-ni WANGa, b, Hua JINa, Zhong-feng ZHAOa
Affiliations
  • a.College of Water Resources Science and Engineering, Taiyuan University of Technology, Taiyuan 030024, China
  • b.Shanxi Key Laboratory of Collaborative Utilization of River Basin Water Resources, Taiyuan University of Technology, Taiyuan 030024, China
Published: 2026-01-25 doi: 10.20040/j.cnki.1000-7709.2026.20250478
Outline
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In recent years, frequent heavy rains have made Zhengzhou city suffer from the hazards of urban waterlogging. Identifying the spatiotemporal distribution characteristics and driving forces of waterlogging can help improve the current flood-prone situation in Zhengzhou city. Based on the waterlogging data of Zhengzhou from 2020 to 2024, the standard deviation ellipse method, autocorrelation method, kernel density estimation method, and optimal parameter geographic detector were used to systematically analyze the spatiotemporal distribution characteristics of waterlogging points and their driving forces from multiple scales. The results show that the annual distribution of waterlogging points in Zhengzhou is uneven; Spatially, the the focus of waterlogging is located in the old urban area, with significant clustering of waterlogging points at different scales, especially with the strongest spatial clustering within a 3km scale; There is a significant scale effect in the explanatory power of driving factors, with socioeconomic and urban construction driving factors having the greatest explanatory power at different scales, and the combined effect of factors significantly surpasses the independent effects of single factors.

urban waterlogging  /  spatiotemporal distribution characteristics  /  driving factor analysis  /  Zhengzhou city  /  multi-scale  /  optimal parameter geographical detector
郑婕, 王雪妮, 晋华, 赵忠峰. 郑州市城市内涝多尺度时空分布特征及其驱动力分析. 水电能源科学, 2026 , 44 (1) : 6 -10 . DOI: 10.20040/j.cnki.1000-7709.2026.20250478
Jie ZHENG, Xue-ni WANG, Hua JIN, Zhong-feng ZHAO. Analysis of Multi-scale Spatio-temporal Distribution Characteristics and Driving Forces of Urban Waterlogging in Zhengzhou City[J]. Water Resources and Power, 2026 , 44 (1) : 6 -10 . DOI: 10.20040/j.cnki.1000-7709.2026.20250478
Year 2026 volume 44 Issue 1
85
13
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Article Info
doi: 10.20040/j.cnki.1000-7709.2026.20250478
  • Receive Date:2025-03-17
  • Online Date:2026-09-28
  • Published:2026-01-25
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History
  • Received:2025-03-17
  • Revised:2025-04-06
  • Accepted:2025-04-11
Funding
Affiliations
    a.College of Water Resources Science and Engineering, Taiyuan University of Technology, Taiyuan 030024, China
    b.Shanxi Key Laboratory of Collaborative Utilization of River Basin Water Resources, Taiyuan University of Technology, Taiyuan 030024, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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