Reliable hazard analysis is crucial in the flood risk management of river basins. For the floodplains of large, developed rivers, flood hazard analysis often needs to account for the complex hydrology of multiple tributaries and the potential failure of dikes. Estimating this hazard using deterministic methods ignores two major aspects of large-scale risk analysis: the spatial–temporal variability of extreme events caused by tributaries, and the uncertainty of dike breach development. Innovative stochastic methods are here developed to account for these uncertainties and are applied to the Po River in Italy. The effects of using these stochastic methods are compared against deterministic equivalents, and the methods are combined to demonstrate applications for an overall stochastic hazard analysis. The results show these uncertainties can impact extreme event water levels by more than 2 m at certain channel locations, and also affect inundation and breaching patterns. The combined hazard analysis allows for probability distributions of flood hazard and dike failure to be developed, which can be used to assess future flood risk management measures.

Large-scale stochastic flood hazard analysis applied to the Po River / Curran A.; De Bruijn K.; Domeneghetti A.; Bianchi F.; Kok M.; Vorogushyn S.; Castellarin A.. - In: NATURAL HAZARDS. - ISSN 0921-030X. - ELETTRONICO. - 104:3(2020), pp. 2027-2049. [10.1007/s11069-020-04260-w]

Large-scale stochastic flood hazard analysis applied to the Po River

Domeneghetti A.;Castellarin A.
2020

Abstract

Reliable hazard analysis is crucial in the flood risk management of river basins. For the floodplains of large, developed rivers, flood hazard analysis often needs to account for the complex hydrology of multiple tributaries and the potential failure of dikes. Estimating this hazard using deterministic methods ignores two major aspects of large-scale risk analysis: the spatial–temporal variability of extreme events caused by tributaries, and the uncertainty of dike breach development. Innovative stochastic methods are here developed to account for these uncertainties and are applied to the Po River in Italy. The effects of using these stochastic methods are compared against deterministic equivalents, and the methods are combined to demonstrate applications for an overall stochastic hazard analysis. The results show these uncertainties can impact extreme event water levels by more than 2 m at certain channel locations, and also affect inundation and breaching patterns. The combined hazard analysis allows for probability distributions of flood hazard and dike failure to be developed, which can be used to assess future flood risk management measures.
2020
Large-scale stochastic flood hazard analysis applied to the Po River / Curran A.; De Bruijn K.; Domeneghetti A.; Bianchi F.; Kok M.; Vorogushyn S.; Castellarin A.. - In: NATURAL HAZARDS. - ISSN 0921-030X. - ELETTRONICO. - 104:3(2020), pp. 2027-2049. [10.1007/s11069-020-04260-w]
Curran A.; De Bruijn K.; Domeneghetti A.; Bianchi F.; Kok M.; Vorogushyn S.; Castellarin A.
File in questo prodotto:
File Dimensione Formato  
2020_Curran_Large-scaleStochasticFloodHazard_Po_NH.pdf

accesso aperto

Tipo: Versione (PDF) editoriale
Licenza: Licenza per Accesso Aperto. Creative Commons Attribuzione (CCBY)
Dimensione 2.64 MB
Formato Adobe PDF
2.64 MB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/778763
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 6
  • ???jsp.display-item.citation.isi??? 5
social impact