estimation of missing rainfall data;
full hydrodynamic model;
rainfall distribution methods;
rainfall-triggered flash floods;
WEIGHTING METHODS;
OVERLAND-FLOW;
WATER;
CATCHMENT;
INTERPOLATION;
SIMULATIONS;
VARIABILITY;
PLANE;
URBAN;
D O I:
10.1111/jfr3.70010
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
In small mountain catchments, the spatial and temporal resolution of rainfall can vary significantly across the catchment. However, rainfall gauging stations can be sparse in these regions, and collected data may not reflect the real rainfall distribution across the catchment. When modelling flash floods, finding a suitable approach to estimate the actual rainfall distribution is nontrivial. In this study, the effectiveness of different methods for obtaining a spatial and temporal rainfall distribution for use in numerical modelling of flash floods was investigated using a full two-dimensional depth-averaged shallow-water hydrodynamic model. It was demonstrated that the Thiessen polygon method and the inverse distance weighted interpolation method (IDW), with appropriate empirical coefficients, produce results in agreement with observed stage and discharge hydrographs. We show that the uniform distribution method cannot be used to represent realistic spatial and temporal variability of rainfall for flash flood events in small mountain catchments. By combining available data with the common IDW method, missing rainfall timeseries data in a small catchment can be estimated, even for short-duration time scales, such as a single flash flood event.
机构:
Univ Teknol Malaysia UTM, Fac Engn, Sch Civil Engn, Johor Baharu 81310, MalaysiaUniv Teknol Malaysia UTM, Fac Engn, Sch Civil Engn, Johor Baharu 81310, Malaysia
Mohsenipour, Morteza
Shahid, Shamsuddin
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Univ Teknol Malaysia UTM, Fac Engn, Sch Civil Engn, Johor Baharu 81310, MalaysiaUniv Teknol Malaysia UTM, Fac Engn, Sch Civil Engn, Johor Baharu 81310, Malaysia
Shahid, Shamsuddin
Ziarh, Ghaith Falah
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Univ Teknol Malaysia UTM, Fac Engn, Sch Civil Engn, Johor Baharu 81310, MalaysiaUniv Teknol Malaysia UTM, Fac Engn, Sch Civil Engn, Johor Baharu 81310, Malaysia
Ziarh, Ghaith Falah
Yaseen, Zaher Mundher
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机构:
Ton Duc Thang Univ, Sustainable Dev Civil Engn Res Grp, Fac Civil Engn, Ho Chi Minh City, VietnamUniv Teknol Malaysia UTM, Fac Engn, Sch Civil Engn, Johor Baharu 81310, Malaysia
机构:
Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Wang, Jie
Yun, Xiaobo
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Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Yun, Xiaobo
Pokhrel, Yadu
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机构:
Michigan State Univ, Dept Civil & Environm Engn, E Lansing, MI 48824 USAChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Pokhrel, Yadu
Yamazaki, Dai
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Univ Tokyo, Inst Ind Sci, Global Hydrol Predict Ctr, Komaba, JapanChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Yamazaki, Dai
Zhao, Qiudong
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机构:
Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Key Lab Ecohydrol Inland River Basin, Lanzhou, Peoples R China
Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources, State Key Lab Cryospher Sci, Lanzhou, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Zhao, Qiudong
Chen, Aifang
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机构:
Southern Univ Sci & Technol, Sch Environm Sci & Engn, Shenzhen, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Chen, Aifang
Tang, Qiuhong
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Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
Univ Chinese Acad Sci, Beijing, Peoples R ChinaChinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Water Cycle & Related Land Surface Proc, Beijing, Peoples R China
机构:
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R ChinaHohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China
Xue, Feng
Shi, Peng
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机构:
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China
Hohai Univ, State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R ChinaHohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China
Shi, Peng
Qu, Simin
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机构:
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R ChinaHohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China
Qu, Simin
Wang, Jianjin
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机构:
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China
Shanghai Municipal Engn Design Inst Grp Co Ltd, Shanghai 200082, Peoples R ChinaHohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China
Wang, Jianjin
Zhou, Yanming
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机构:
Hohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R ChinaHohai Univ, Coll Hydrol & Water Resources, Nanjing 210098, Jiangsu, Peoples R China