Extreme value theory;
Multivariate extreme values;
Precipitation;
River flow;
Spatial dependence;
D O I:
10.1016/j.jhydrol.2009.09.026
中图分类号:
TU [建筑科学];
学科分类号:
0813 ;
摘要:
For the co-ordination of flood mitigation activities and for the insurance and re-insurance industries, knowledge of the spatial characteristics of fluvial flooding is important. Past research into the spatio-temporal risk of fluvial flooding is restricted to empirical estimates of risk measures and hence estimates cannot be obtained for return periods longer than the length of the concurrent data at the sites of interest in the sample. We adopt a model-based approach which describes the multisite joint distribution of daily mean river flows and daily precipitation totals. A measure of spatial dependence is mapped across Great Britain for each variable separately. Given that an extreme event has occurred at one site, the measure characterises the extent to which neighbouring locations are affected. For both river flow and precipitation we are able to quantify how events become more localised in space as the return periods of these events get longer at a site of interest. For precipitation, spatial dependence is weaker in the upland areas of Great Britain. For river flows the major factor affecting spatial dependence appears to be differences in catchment characteristics with areas with diverse catchments; exhibiting lower levels of dependence. (C) 2009 Elsevier B.V. All rights reserved.
机构:
Lund Univ, Div Water Resources Engn, Lund, Sweden
Univ Sao Paulo, Dept Ciencias Atmosfer, Inst Astron Geofis & Ciencias Atmosfer, Sao Paulo, BrazilLund Univ, Div Water Resources Engn, Lund, Sweden
Abou Rafee, Sameh A.
Freitas, Edmilson D.
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Univ Sao Paulo, Dept Ciencias Atmosfer, Inst Astron Geofis & Ciencias Atmosfer, Sao Paulo, BrazilLund Univ, Div Water Resources Engn, Lund, Sweden
Freitas, Edmilson D.
Martins, Jorge A.
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Univ Tecnol Fed Parana, Londrina, Parana, BrazilLund Univ, Div Water Resources Engn, Lund, Sweden
Martins, Jorge A.
Martins, Leila D.
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Univ Tecnol Fed Parana, Londrina, Parana, BrazilLund Univ, Div Water Resources Engn, Lund, Sweden
Martins, Leila D.
Domingues, Leonardo M.
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Univ Sao Paulo, Dept Ciencias Atmosfer, Inst Astron Geofis & Ciencias Atmosfer, Sao Paulo, BrazilLund Univ, Div Water Resources Engn, Lund, Sweden
Domingues, Leonardo M.
Nascimento, Janaina M. P.
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Amazonas State Univ Amazonas, Manaus, Amazonas, BrazilLund Univ, Div Water Resources Engn, Lund, Sweden
Nascimento, Janaina M. P.
Machado, Carolyne B.
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Univ Sao Paulo, Dept Ciencias Atmosfer, Inst Astron Geofis & Ciencias Atmosfer, Sao Paulo, BrazilLund Univ, Div Water Resources Engn, Lund, Sweden
Machado, Carolyne B.
Santos, Eliane B.
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机构:
Darcy Ribeiro State Univ Northern Rio de Janeiro, Rio De Janeiro, BrazilLund Univ, Div Water Resources Engn, Lund, Sweden
Santos, Eliane B.
Rudke, Anderson P.
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Univ Tecnol Fed Parana, Londrina, Parana, BrazilLund Univ, Div Water Resources Engn, Lund, Sweden
Rudke, Anderson P.
Fujita, Thais
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Univ Tecnol Fed Parana, Londrina, Parana, BrazilLund Univ, Div Water Resources Engn, Lund, Sweden
Fujita, Thais
Souza, Rodrigo A. F.
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Amazonas State Univ Amazonas, Manaus, Amazonas, BrazilLund Univ, Div Water Resources Engn, Lund, Sweden
Souza, Rodrigo A. F.
Hallak, Ricardo
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Univ Sao Paulo, Dept Ciencias Atmosfer, Inst Astron Geofis & Ciencias Atmosfer, Sao Paulo, BrazilLund Univ, Div Water Resources Engn, Lund, Sweden
Hallak, Ricardo
Uvo, Cintia B.
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Lund Univ, Div Water Resources Engn, Lund, SwedenLund Univ, Div Water Resources Engn, Lund, Sweden
机构:
China Meteorol Adm, Key Lab Climate Change Res, Beijing, Peoples R ChinaChinese Acad Sci, Nanjing Inst Geog & Limnol, Nanjing, Peoples R China
Su, Buda
Gemmer, Marco
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机构:
China Meteorol Adm, Key Lab Climate Change Res, Beijing, Peoples R China
Univ Giessen, Ctr Int Dev & Environm Res, D-35390 Giessen, GermanyChinese Acad Sci, Nanjing Inst Geog & Limnol, Nanjing, Peoples R China