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Erschienen in: Soft Computing 1/2013

01.01.2013 | Original Paper

Carlisle 2005 urban flood event simulation using cellular automata-based rapid flood spreading model

verfasst von: Yang Liu, Gareth Pender

Erschienen in: Soft Computing | Ausgabe 1/2013

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Abstract

In this study, we propose a new method to apply the rapid flood spreading model (RFSM) using cellular automata (CA) to multiple inflows of Carlisle, UK. The purpose of the RFSM is to generate predictions of water depth and flood extent using less computer resource than required by two-dimensional shallow water equation models (SWEMs). To be useful the RFSM must produce predictions that are comparable with those obtained from SWEMs. This paper reports a validation data available to the date on an urban flood, collected in January 2005 after a major event in the city of Carlisle, UK. This demonstrates an agreement between the proposed RFSM and measured data.

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Literatur
Zurück zum Zitat Chopard B, Droz M (1998) Cellular automata modelling of physical systems. Cambridge University Press, UKCrossRef Chopard B, Droz M (1998) Cellular automata modelling of physical systems. Cambridge University Press, UKCrossRef
Zurück zum Zitat Guo YF, Keedwell E, Walters G, Khu ST (2007) Hybridizing cellular automata principles and NSGAII for multi-objective design of urban water networks. In: Proceedings of the 4th international conference on evolutionary multi-criterion optimization, vol 4403, Matsushima, Japan, 5–8 Mar 2007, pp 546–559 Guo YF, Keedwell E, Walters G, Khu ST (2007) Hybridizing cellular automata principles and NSGAII for multi-objective design of urban water networks. In: Proceedings of the 4th international conference on evolutionary multi-criterion optimization, vol 4403, Matsushima, Japan, 5–8 Mar 2007, pp 546–559
Zurück zum Zitat Krupka M (2008) A rapid inundation flood cell model for flood risk analysis. PhD thesis, Heriot-Watt University, Edinburgh Krupka M (2008) A rapid inundation flood cell model for flood risk analysis. PhD thesis, Heriot-Watt University, Edinburgh
Zurück zum Zitat Krupka M, Wallis S, Pender G, Neélz S (2007) Some practical aspects of flood inundation modelling, Transport phenomena in hydraulics. Institute of Geophysics, Polish Academy of Sciences, E-7(401):129–135 Krupka M, Wallis S, Pender G, Neélz S (2007) Some practical aspects of flood inundation modelling, Transport phenomena in hydraulics. Institute of Geophysics, Polish Academy of Sciences, E-7(401):129–135
Zurück zum Zitat Lhomme J, Sayers P, Gouldby B, Samuels P, Wills M, Mulet-Marti J (2008) Recent development and application of a rapid flood spreading method. River Flow 2008:15–24 Lhomme J, Sayers P, Gouldby B, Samuels P, Wills M, Mulet-Marti J (2008) Recent development and application of a rapid flood spreading method. River Flow 2008:15–24
Zurück zum Zitat Liu Y (2009) Automatic calibration of a rainfall-runoff model using a fast and elitist multi-objective particle swarm algorithm. Expert Syst Appl 36(5):9533–9538CrossRef Liu Y (2009) Automatic calibration of a rainfall-runoff model using a fast and elitist multi-objective particle swarm algorithm. Expert Syst Appl 36(5):9533–9538CrossRef
Zurück zum Zitat Liu Y, Pender G (2010) A new rapid flood inundation model. In: proceedings of the first IAHR European Congress, 4–6 May 2010, Edinburgh Liu Y, Pender G (2010) A new rapid flood inundation model. In: proceedings of the first IAHR European Congress, 4–6 May 2010, Edinburgh
Zurück zum Zitat Liu Y, Pender G (2011) Optimal parameter estimation of a rapid flood spreading model using multi-objectives. In: Proceedings of the 34th IAHR 2011 Congress, 21 June to 1 July 2011, Brisbane, pp 256–263 Liu Y, Pender G (2011) Optimal parameter estimation of a rapid flood spreading model using multi-objectives. In: Proceedings of the 34th IAHR 2011 Congress, 21 June to 1 July 2011, Brisbane, pp 256–263
Zurück zum Zitat Liu Y, Neélz S, Pender G (2009) Improving the performance of fast inundation models using v-support vector regression and particle swarm optimisation. In: Proceedings of the 33rd IAHR 2009 Congress, Vancouver, pp 1436–1443 Liu Y, Neélz S, Pender G (2009) Improving the performance of fast inundation models using v-support vector regression and particle swarm optimisation. In: Proceedings of the 33rd IAHR 2009 Congress, Vancouver, pp 1436–1443
Zurück zum Zitat Mason DC, Horritt MS, Hunter NM, Bates PD (2007) Use of fused airborne scanning laser altimetry and digital map data for urban flood modelling. Hydrol Process 21:1436–1447CrossRef Mason DC, Horritt MS, Hunter NM, Bates PD (2007) Use of fused airborne scanning laser altimetry and digital map data for urban flood modelling. Hydrol Process 21:1436–1447CrossRef
Zurück zum Zitat Morris MD (1991) Factorial sampling plans for preliminary computational experiments. Technometrics 33:161–174CrossRef Morris MD (1991) Factorial sampling plans for preliminary computational experiments. Technometrics 33:161–174CrossRef
Zurück zum Zitat Neal JC, Bates PD, Fewtrell TJ, Hunter NM, Wilson MD, Horritt MS (2009) Distributed whole city water level measurements from the Carlisle 2005 urban flood event and comparison with hydraulic model simulations. J Hydrol 368:42–55CrossRef Neal JC, Bates PD, Fewtrell TJ, Hunter NM, Wilson MD, Horritt MS (2009) Distributed whole city water level measurements from the Carlisle 2005 urban flood event and comparison with hydraulic model simulations. J Hydrol 368:42–55CrossRef
Zurück zum Zitat Néelz S, Hall J, Pender G (2007) Improving the performance of fast flood inundation models by incorporating results from very high resolution simulations. In: Proceedings of flood risk assessment II conference, Institute of Mathematics & its Applications, Southend on Sea, pp 1–9 Néelz S, Hall J, Pender G (2007) Improving the performance of fast flood inundation models by incorporating results from very high resolution simulations. In: Proceedings of flood risk assessment II conference, Institute of Mathematics & its Applications, Southend on Sea, pp 1–9
Metadaten
Titel
Carlisle 2005 urban flood event simulation using cellular automata-based rapid flood spreading model
verfasst von
Yang Liu
Gareth Pender
Publikationsdatum
01.01.2013
Verlag
Springer-Verlag
Erschienen in
Soft Computing / Ausgabe 1/2013
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-012-0898-1

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