Historical records are an important source of information on extreme and rare floods and fundamental to establish a reliable flood return frequency. The use of long historical records for flood frequency analysis brings in the question of flood stationarity, since climatic and land-use conditions ca...
- Autores:
- Tipo de recurso:
- Fecha de publicación:
- 2015
- Institución:
- Universidad de Medellín
- Repositorio:
- Repositorio UDEM
- Idioma:
- eng
- OAI Identifier:
- oai:repository.udem.edu.co:11407/1532
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- http://hdl.handle.net/11407/1532
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- http://purl.org/coar/access_right/c_16ec
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dc.title.english.eng.fl_str_mv |
Flood frequency analysis of historical flood data under stationary and non-stationary modelling |
dc.contributor.affiliation.spa.fl_str_mv |
Museo Nacional de Ciencias Naturales, Consejo Superior de Investigaciones Científicas, CSIC, Serrano 115 bis, Madrid, Spain Facultad de Ingenierías, Universidad de Medellín, Medellín 65, Colombia Mexican Institute of Water Technology (IMTA), Jiutepec, Morelos, Mexico Research Institute of Water and Environmental Engineering, Universitat Politècnica de València, Valencia, Spain Geological Hazards Division, Geological Survey of Spain, Madrid, Spain |
description |
Historical records are an important source of information on extreme and rare floods and fundamental to establish a reliable flood return frequency. The use of long historical records for flood frequency analysis brings in the question of flood stationarity, since climatic and land-use conditions can affect the relevance of past flooding as a predictor of future flooding. In this paper, a detailed 400 yr flood record from the Tagus River in Aranjuez (central Spain) was analysed under stationary and non-stationary flood frequency approaches, to assess their contribution within hazard studies. Historical flood records in Aranjuez were obtained from documents (Proceedings of the City Council, diaries, chronicles, memoirs, etc.), epigraphic marks, and indirect historical sources and reports. The water levels associated with different floods (derived from descriptions or epigraphic marks) were computed into discharge values using a one-dimensional hydraulic model. Secular variations in flood magnitude and frequency, found to respond to climate and environmental drivers, showed a good correlation between high values of historical flood discharges and a negative mode of the North Atlantic Oscillation (NAO) index. Over the systematic gauge record (1913–2008), an abrupt change on flood magnitude was produced in 1957 due to constructions of three major reservoirs in the Tagus headwaters (Bolarque, Entrepeñas and Buendia) controlling 80% of the watershed surface draining to Aranjuez. Two different models were used for the flood frequency analysis: (a) a stationary model estimating statistical distributions incorporating imprecise and categorical data based on maximum likelihood estimators, and (b) a time-varying model based on "generalized additive models for location, scale and shape" (GAMLSS) modelling, which incorporates external covariates related to climate variability (NAO index) and catchment hydrology factors (in this paper a reservoir index; RI). Flood frequency analysis using documentary data (plus gauged records) improved the estimates of the probabilities of rare floods (return intervals of 100 yr and higher). Under non-stationary modelling flood occurrence associated with an exceedance probability of 0.01 (i.e. return period of 100 yr) has changed over the last 500 yr due to decadal and multi-decadal variability of the NAO. Yet, frequency analysis under stationary models was successful in providing an average discharge around which value flood quantiles estimated by non-stationary models fluctuate through time. |
publishDate |
2015 |
dc.date.accessioned.none.fl_str_mv |
2015-12-17T19:23:55Z |
dc.date.available.none.fl_str_mv |
2015-12-17T19:23:55Z |
dc.date.created.none.fl_str_mv |
2015 |
dc.type.eng.fl_str_mv |
Article |
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http://purl.org/coar/resource_type/c_6501 http://purl.org/coar/resource_type/c_2df8fbb1 |
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info:eu-repo/semantics/article |
dc.identifier.issn.none.fl_str_mv |
10275606 |
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http://hdl.handle.net/11407/1532 |
dc.identifier.doi.none.fl_str_mv |
10.5194/hess-19-2561-2015 |
identifier_str_mv |
10275606 10.5194/hess-19-2561-2015 |
url |
http://hdl.handle.net/11407/1532 |
dc.language.iso.none.fl_str_mv |
eng |
language |
eng |
dc.relation.isversionof.spa.fl_str_mv |
http://www.hydrol-earth-syst-sci.net/19/2561/2015/hess-19-2561-2015.html |
dc.relation.ispartofen.eng.fl_str_mv |
Hydrology and Earth System Sciences, 2015, volume 19, issue 6, pp 2561-2576 |
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http://purl.org/coar/access_right/c_16ec |
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restrictedAccess |
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Copernicus GmbH |
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Scopus |
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Universidad de Medellín |
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2015-12-17T19:23:55Z2015-12-17T19:23:55Z201510275606http://hdl.handle.net/11407/153210.5194/hess-19-2561-2015Historical records are an important source of information on extreme and rare floods and fundamental to establish a reliable flood return frequency. The use of long historical records for flood frequency analysis brings in the question of flood stationarity, since climatic and land-use conditions can affect the relevance of past flooding as a predictor of future flooding. In this paper, a detailed 400 yr flood record from the Tagus River in Aranjuez (central Spain) was analysed under stationary and non-stationary flood frequency approaches, to assess their contribution within hazard studies. Historical flood records in Aranjuez were obtained from documents (Proceedings of the City Council, diaries, chronicles, memoirs, etc.), epigraphic marks, and indirect historical sources and reports. The water levels associated with different floods (derived from descriptions or epigraphic marks) were computed into discharge values using a one-dimensional hydraulic model. Secular variations in flood magnitude and frequency, found to respond to climate and environmental drivers, showed a good correlation between high values of historical flood discharges and a negative mode of the North Atlantic Oscillation (NAO) index. Over the systematic gauge record (1913–2008), an abrupt change on flood magnitude was produced in 1957 due to constructions of three major reservoirs in the Tagus headwaters (Bolarque, Entrepeñas and Buendia) controlling 80% of the watershed surface draining to Aranjuez. Two different models were used for the flood frequency analysis: (a) a stationary model estimating statistical distributions incorporating imprecise and categorical data based on maximum likelihood estimators, and (b) a time-varying model based on "generalized additive models for location, scale and shape" (GAMLSS) modelling, which incorporates external covariates related to climate variability (NAO index) and catchment hydrology factors (in this paper a reservoir index; RI). Flood frequency analysis using documentary data (plus gauged records) improved the estimates of the probabilities of rare floods (return intervals of 100 yr and higher). Under non-stationary modelling flood occurrence associated with an exceedance probability of 0.01 (i.e. return period of 100 yr) has changed over the last 500 yr due to decadal and multi-decadal variability of the NAO. Yet, frequency analysis under stationary models was successful in providing an average discharge around which value flood quantiles estimated by non-stationary models fluctuate through time.engCopernicus GmbHhttp://www.hydrol-earth-syst-sci.net/19/2561/2015/hess-19-2561-2015.htmlHydrology and Earth System Sciences, 2015, volume 19, issue 6, pp 2561-2576ScopusArticleinfo:eu-repo/semantics/articlehttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1info:eu-repo/semantics/restrictedAccesshttp://purl.org/coar/access_right/c_16ecMuseo Nacional de Ciencias Naturales, Consejo Superior de Investigaciones Científicas, CSIC, Serrano 115 bis, Madrid, SpainFacultad de Ingenierías, Universidad de Medellín, Medellín 65, ColombiaMexican Institute of Water Technology (IMTA), Jiutepec, Morelos, MexicoResearch Institute of Water and Environmental Engineering, Universitat Politècnica de València, Valencia, SpainGeological Hazards Division, Geological Survey of Spain, Madrid, SpainMachado M.J.Botero B.A.López J.Francés F.Díez-Herrero A.Benito G.Flood frequency analysis of historical flood data under stationary and non-stationary modellingTHUMBNAIL40. Flood frequency analysis of historical flood data under stationary and non-stationary modelling.pdf.jpg40. Flood frequency analysis of historical flood data under stationary and non-stationary modelling.pdf.jpgIM Thumbnailimage/jpeg9452http://repository.udem.edu.co/bitstream/11407/1532/2/40.%20Flood%20frequency%20analysis%20of%20historical%20flood%20data%20under%20stationary%20and%20non-stationary%20modelling.pdf.jpg0e6ee48bc8c833df50c439894c49fd5bMD52ORIGINAL40. Flood frequency analysis of historical flood data under stationary and non-stationary modelling.pdf40. Flood frequency analysis of historical flood data under stationary and non-stationary modelling.pdfapplication/pdf6698051http://repository.udem.edu.co/bitstream/11407/1532/1/40.%20Flood%20frequency%20analysis%20of%20historical%20flood%20data%20under%20stationary%20and%20non-stationary%20modelling.pdf826c7177edc00a7e765842cfc0d0cffcMD5111407/1532oai:repository.udem.edu.co:11407/15322020-05-27 18:21:02.095Repositorio Institucional Universidad de Medellinrepositorio@udem.edu.co |