Influence of urban catchment characteristics and rainfall origins on the phenomenon of stormwater flooding: Case study

被引:24
|
作者
Szelag, Bartosz [1 ]
Suligowski, Roman [2 ]
De Paola, Francesco [3 ]
Siwicki, Piotr [4 ]
Majerek, Dariusz [5 ]
Lagocl, Grzegorz [6 ]
机构
[1] Kielce Univ Technol, Dept Geotech & Water Engn, Kielce, Poland
[2] Jan Kochanowski Univ Kielce, Dept Environm Sci & Geoinformat, Kielce, Poland
[3] Univ Naples Federico II, Dept Civil Architectural & Environm Engn, Naples, Italy
[4] Warsaw Univ Life Sci WULS SGGW, Inst Environm Engn, Warsaw, Poland
[5] Lublin Univ Technol, Dept Appl Math, Lublin, Poland
[6] Lublin Univ Technol, Dept Water Supply & Wastewater Disposal, Lublin, Poland
关键词
Logistic regression; Stormwater flooding; Urban catchment; SWMM; Computer software OvfSim ver; 1; CLIMATE-CHANGE IMPACTS; SENSITIVITY-ANALYSIS; LOGISTIC-REGRESSION; PRECIPITATION EVENTS; UNCERTAINTY ANALYSIS; DRAINAGE SYSTEM; RISK-ASSESSMENT; WATER-QUALITY; MODEL SWMM; RUNOFF;
D O I
10.1016/j.envsoft.2022.105335
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This work presents a methodology for analyzing the influence of urbanization in a long-term approach on the number of floods in an urban catchment. The mathematical model presented for predicting the multiannual number of stormwater floods accounts for dynamic changes in the urban catchment in the subsequent years covered by the simulations. Logistic regression was applied to predict flooding occurring during rainfall events. The model may be applied to catchments with different characteristics. The assumed solution allows the development of early warning systems by modeling the occurrence of stormwater flooding in a studied catchment area based on the identification of the rainfall origin. To verify the simulations with a mathematical model, an innovative concept based on a hydrodynamic model is used; this concept includes the changes in the impervious area that occur during the simulation period.
引用
收藏
页数:23
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