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Published in: Water Resources Management 15/2018

03-08-2018

Using Climate-Flood Links and CMIP5 Projections to Assess Flood Design Levels Under Climate Change Scenarios: A Case Study in Southern Brazil

Authors: Artur Tiago Silva, Maria Manuela Portela

Published in: Water Resources Management | Issue 15/2018

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Abstract

The Intergovernmental Panel on Climate Change (IPCC) assessed with medium confidence that there has been an anthropogenic influence in the intensification of heavy rainfall at the global scale. Nevertheless, when taking into account gauge-based evidence, no clear climate-driven global change in the magnitude or frequency of floods has been identified in recent decades. This paper follows up on a previous nonstationary flood frequency analysis in the Itajaí River, which is located in the Southeastern South America region, where evidence of significant and complex relationships between El Niño-Southern Oscillation (ENSO) and hydrometeorological extremes has been found. The identified climate-flood link is further explored using sea surface temperature (SST) output from CMIP5 models under different representative concentration pathway (RCP) scenarios. Results are inconclusive as to whether it is possible to make a statement on scenario-forced climate change impacts on the flood regime of the Itajaí river basin. The overall outcome of the analysis is that, given that sample sizes are adequate, stationary models seem to be sufficiently robust for engineering design as they describe the variability of the hydrological processes over a large period, even if annual flood probabilities exhibit a strong year-to-year dependence on ENSO.

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Literature
go back to reference Davison AC (2003) Statistical models. Cambridge University Press, CambridgeCrossRef Davison AC (2003) Statistical models. Cambridge University Press, CambridgeCrossRef
go back to reference Field C, Barros V, Stocker T (2012) Managing the risks of extreme events and disasters to advance climate change adaptation. Special report of the intergovernmental panel on climate change (ipcc). Technical report, Intergovernmental Panel on Climate Change. Cambridge University Press, Geneva Field C, Barros V, Stocker T (2012) Managing the risks of extreme events and disasters to advance climate change adaptation. Special report of the intergovernmental panel on climate change (ipcc). Technical report, Intergovernmental Panel on Climate Change. Cambridge University Press, Geneva
go back to reference Guilyardi E, Bellenger H, Collins M, Ferrett S, Cai W, Wittenberg A (2012) A first look at enso in cmip5. Clivar Exchanges 17(1):29–32 Guilyardi E, Bellenger H, Collins M, Ferrett S, Cai W, Wittenberg A (2012) A first look at enso in cmip5. Clivar Exchanges 17(1):29–32
go back to reference Hirabayashi Y, Mahendran R, Koirala S, Konoshima L, Yamazaki D, Watanabe S, Kim H, Kanae S (2013) Global flood risk under climate change. Nat Clim Chang 3(9):816CrossRef Hirabayashi Y, Mahendran R, Koirala S, Konoshima L, Yamazaki D, Watanabe S, Kim H, Kanae S (2013) Global flood risk under climate change. Nat Clim Chang 3(9):816CrossRef
go back to reference Hui W, Gel YR, Gastwirth JL et al (2008) lawstat: an R package for law, public policy and biostatistics. J Stat Softw 28:1–26CrossRef Hui W, Gel YR, Gastwirth JL et al (2008) lawstat: an R package for law, public policy and biostatistics. J Stat Softw 28:1–26CrossRef
go back to reference Kendon EJ, Blenkinsop S, Fowler HJ (2018) When will we detect changes in short-duration precipitation extremes? J Clim 31(7):2945–2964CrossRef Kendon EJ, Blenkinsop S, Fowler HJ (2018) When will we detect changes in short-duration precipitation extremes? J Clim 31(7):2945–2964CrossRef
go back to reference Kundzewicz ZW, Kanae S, Seneviratne SI, Handmer J, Nicholls N, Peduzzi P, Mechler R, Bouwer LM, Arnell N, Mach K, Muir-Wood R, Brakenridge GR, Kron W, Benito G, Honda Y, Takahashi K, Sherstyukov B (2013) Flood risk and climate change: global and regional perspectives. Hydrol Sci J 59(1):1–28. https://doi.org/10.1080/02626667.2013.857411 CrossRef Kundzewicz ZW, Kanae S, Seneviratne SI, Handmer J, Nicholls N, Peduzzi P, Mechler R, Bouwer LM, Arnell N, Mach K, Muir-Wood R, Brakenridge GR, Kron W, Benito G, Honda Y, Takahashi K, Sherstyukov B (2013) Flood risk and climate change: global and regional perspectives. Hydrol Sci J 59(1):1–28. https://​doi.​org/​10.​1080/​02626667.​2013.​857411 CrossRef
go back to reference Merz B, Aerts J, Arnbjerg-Nielsen K, Baldi M, Becker A, Bichet A, Blöschl G, Bouwer LM, Brauer A, Cioffi F, Delgado JM, Gocht M, Guzzetti F, Harrigan S, Hirschboeck K, Kilsby C, Kron W, Kwon HH, Lall U, Merz R, Nissen K, Salvatti P, Swierczynski T, Ulbrich U, Viglione A, Ward PJ, Weiler M, Wilhelm B, Nied M (2014) Floods and climate: emerging perspectives for flood risk assessment and management. Nat Hazards Earth Syst Sci 14(7):1921–1942. https://doi.org/10.5194/nhess-14-1921-2014 CrossRef Merz B, Aerts J, Arnbjerg-Nielsen K, Baldi M, Becker A, Bichet A, Blöschl G, Bouwer LM, Brauer A, Cioffi F, Delgado JM, Gocht M, Guzzetti F, Harrigan S, Hirschboeck K, Kilsby C, Kron W, Kwon HH, Lall U, Merz R, Nissen K, Salvatti P, Swierczynski T, Ulbrich U, Viglione A, Ward PJ, Weiler M, Wilhelm B, Nied M (2014) Floods and climate: emerging perspectives for flood risk assessment and management. Nat Hazards Earth Syst Sci 14(7):1921–1942. https://​doi.​org/​10.​5194/​nhess-14-1921-2014 CrossRef
go back to reference Moss RH, Edmonds JA, Hibbard KA, Manning MR, Rose SK, van Vuuren DP, Carter TR, Emori S, Kainuma M, Kram T, Meehl GA, Mitchell JFB, Nakicenovic N, Riahi K, Smith SJ, Stouffer RJ, Thomson AM, Weyant JP, Wilbanks TJ (2010) The next generation of scenarios for climate change research and assessment. Nature 463(7282):747–756. https://doi.org/10.1038/nature08823 CrossRef Moss RH, Edmonds JA, Hibbard KA, Manning MR, Rose SK, van Vuuren DP, Carter TR, Emori S, Kainuma M, Kram T, Meehl GA, Mitchell JFB, Nakicenovic N, Riahi K, Smith SJ, Stouffer RJ, Thomson AM, Weyant JP, Wilbanks TJ (2010) The next generation of scenarios for climate change research and assessment. Nature 463(7282):747–756. https://​doi.​org/​10.​1038/​nature08823 CrossRef
go back to reference Paulino CDM, Turkman MAA, Murteira B (2003) Estatística Bayesiana. Fundação Calouste Gulbenkian Paulino CDM, Turkman MAA, Murteira B (2003) Estatística Bayesiana. Fundação Calouste Gulbenkian
go back to reference Robert C (2007) The Bayesian choice: from decision-theoretic foundations to computational implementation, 2nd edn. Springer Texts in Statistics, Springer Robert C (2007) The Bayesian choice: from decision-theoretic foundations to computational implementation, 2nd edn. Springer Texts in Statistics, Springer
go back to reference Silva AT, Portela MM, Naghettini M (2017a) On the use of climate-flood links and CMIP5 projections to predict flood hazard under climate change scenarios. In: 10th world congress on water resources and the environment, EWRA 2017 Silva AT, Portela MM, Naghettini M (2017a) On the use of climate-flood links and CMIP5 projections to predict flood hazard under climate change scenarios. In: 10th world congress on water resources and the environment, EWRA 2017
go back to reference Tachini M (2010) Avaliação de danos associados às inundações no município de blumenau. PhD thesis, Universidade Federal de Santa Catarina Tachini M (2010) Avaliação de danos associados às inundações no município de blumenau. PhD thesis, Universidade Federal de Santa Catarina
go back to reference Taylor KE, Balaji V, Hankin S, Juckes M, Lawrence B, Pascoe S (2011) CMIP5 data reference syntax (drs) and controlled vocabularies Taylor KE, Balaji V, Hankin S, Juckes M, Lawrence B, Pascoe S (2011) CMIP5 data reference syntax (drs) and controlled vocabularies
Metadata
Title
Using Climate-Flood Links and CMIP5 Projections to Assess Flood Design Levels Under Climate Change Scenarios: A Case Study in Southern Brazil
Authors
Artur Tiago Silva
Maria Manuela Portela
Publication date
03-08-2018
Publisher
Springer Netherlands
Published in
Water Resources Management / Issue 15/2018
Print ISSN: 0920-4741
Electronic ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-018-2058-6

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