Spatial dependence of floods shaped by extreme rainfall under the influence of urbanization

被引:16
|
作者
Lu, Miao [1 ,2 ]
Yu, Zhihui [3 ]
Hua, Jian [4 ]
Kang, Congxuan [5 ]
Lin, Zhixin [6 ]
机构
[1] Zhejiang Univ Water Resources & Elect Power, Sch Geomat & Municipal Engn, Hangzhou 310018, Peoples R China
[2] Int Sci & Technol Cooperat Base Utilizat & Sustain, Hangzhou 310018, Peoples R China
[3] Nanjing Univ, Sch Geog & Ocean Sci, Nanjing 210023, Peoples R China
[4] Minist Nat Resources Peoples Republ China, Engn Innovat Ctr Urban Underground Space Explorat, Nanjing 210014, Peoples R China
[5] Hohai Univ, Sch Earth Sci & Engn, Nanjing 210098, Peoples R China
[6] Tech Univ Munich, Sch Engn & Design, Hydrol & River Basin Management, D-80333 Munich, Germany
基金
中国国家自然科学基金;
关键词
Flood dependence; Extreme rainfall; Urbanization; Network analysis; Functional data analysis; PRECIPITATION EXTREMES; FREQUENCY-ANALYSIS; RIVER; RISK; CATCHMENT; PEAKS; RESPONSES; HAZARD;
D O I
10.1016/j.scitotenv.2022.159134
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Weather system are spatially and temporally dependent, and these dependencies can result in flood events with similar behaviors. While it is well known that urbanization profoundly impacts the flood generation process, much less is known about the impacts of urbanization on the spatial dependence of floods, a major determinant of flood risk severity. To this end, a scheme was proposed to detect the flood dependence variations influenced by urbanization. Based on the scheme, we found that 1) the flood dependence can be weakened with extreme rainfall increasing from a short return period to a long return period; 2) The flood dependencies can be amplified in slightly urbanized regions and mitigated in highly urbanized regions due to intensifying urbanization. In addition, the change characteristics of the flood dependencies influenced by urbanization are first identified from the perspective of network structure. We found that urbanization can significantly affect the network structure (i.e., hub and connectivity) of flood dependence, especially in highly urbanized regions. The catchments with high hub and connectivity are prone to widespread floods and should be given more attention in flood warning and control management work, which can contribute to helping defend against floods in hazard-prone areas.
引用
收藏
页数:10
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