Skip to main content
Erschienen in: Water Resources Management 14/2020

06.10.2020

A Robust Method to Update Local River Inundation Maps Using Global Climate Model Output and Weather Typing Based Statistical Downscaling

verfasst von: M. Bermúdez, L. Cea, E. Van Uytven, P. Willems, J.F. Farfán, J. Puertas

Erschienen in: Water Resources Management | Ausgabe 14/2020

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Global warming is changing the magnitude and frequency of extreme precipitation events. This requires updating local rainfall intensity-duration-frequency (IDF) curves and flood hazard maps according to the future climate scenarios. This is, however, far from straightforward, given our limited ability to model the effects of climate change on the temporal and spatial variability of rainfall at small scales. In this study, we develop a robust method to update local IDF relations for sub-daily rainfall extremes using Global Climate Model (GCM) data, and we apply it to a coastal town in NW Spain. First, the relationship between large-scale atmospheric circulation, described by means of Lamb Circulation Type classification (LCT), and rainfall events with potential for flood generation is analyzed. A broad ensemble set of GCM runs is used to identify frequency changes in LCTs, and to assess the occurrence of flood generating events in the future. In a parallel way, we use this Weather Type (WT) classification and climate-flood linkages to downscale rainfall from GCMs, and to determine the IDF curves for the future climate scenarios. A hydrological-hydraulic modeling chain is then used to quantify the changes in flood maps induced by the IDF changes. The results point to a future increase in rainfall intensity for all rainfall durations, which consequently results in an increased flood hazard in the urban area. While acknowledging the uncertainty in the GCM projections, the results show the need to update IDF standards and flood hazard maps to reflect potential changes in future extreme rainfall intensities.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Åström HLA, Sunyer M, Madsen H, Rosbjerg D, Arnbjerg-Nielsen K (2016) Explanatory analysis of the relationship between atmospheric circulation and occurrence of flood-generating events in a coastal city. Hydrol Process 30:2773–2788. https://doi.org/10.1002/hyp.10767CrossRef Åström HLA, Sunyer M, Madsen H, Rosbjerg D, Arnbjerg-Nielsen K (2016) Explanatory analysis of the relationship between atmospheric circulation and occurrence of flood-generating events in a coastal city. Hydrol Process 30:2773–2788. https://​doi.​org/​10.​1002/​hyp.​10767CrossRef
Zurück zum Zitat Bladé E, Cea L, Corestein G, Escolano E, Puertas J, Vázquez-Cendón E, Dolz J, Coll A (2014) Revista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería Iber: herramienta de simulación numérica del flujo en ríos Iber — River modelling simulation tool. Rev Int Mètodos Numèricos para Cálculo y Diseño en Ing 30:1–10. https://doi.org/10.1016/j.rimni.2012.07.004CrossRef Bladé E, Cea L, Corestein G, Escolano E, Puertas J, Vázquez-Cendón E, Dolz J, Coll A (2014) Revista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería Iber: herramienta de simulación numérica del flujo en ríos Iber — River modelling simulation tool. Rev Int Mètodos Numèricos para Cálculo y Diseño en Ing 30:1–10. https://​doi.​org/​10.​1016/​j.​rimni.​2012.​07.​004CrossRef
Zurück zum Zitat Dee DP, Uppala SM, Simmons AJ, Berrisford P, Poli P, Kobayashi S, Andrae U, Balmaseda MA, Balsamo G, Bauer P, Bechtold P, Beljaars ACM, van de Berg L, Bidlot J, Bormann N, Delsol C, Dragani R, Fuentes M, Geer AJ, Haimberger L, Healy SB, Hersbach H, Hólm EV, Isaksen L, Kållberg P, Köhler M, Matricardi M, McNally AP, Monge-Sanz BM, Morcrette JJ, Park BK, Peubey C, de Rosnay P, Tavolato C, Thépaut JN, Vitart F (2011) The ERA-interim reanalysis: configuration and performance of the data assimilation system. Q J R Meteorol Soc 137:553–597. https://doi.org/10.1002/qj.828CrossRef Dee DP, Uppala SM, Simmons AJ, Berrisford P, Poli P, Kobayashi S, Andrae U, Balmaseda MA, Balsamo G, Bauer P, Bechtold P, Beljaars ACM, van de Berg L, Bidlot J, Bormann N, Delsol C, Dragani R, Fuentes M, Geer AJ, Haimberger L, Healy SB, Hersbach H, Hólm EV, Isaksen L, Kållberg P, Köhler M, Matricardi M, McNally AP, Monge-Sanz BM, Morcrette JJ, Park BK, Peubey C, de Rosnay P, Tavolato C, Thépaut JN, Vitart F (2011) The ERA-interim reanalysis: configuration and performance of the data assimilation system. Q J R Meteorol Soc 137:553–597. https://​doi.​org/​10.​1002/​qj.​828CrossRef
Zurück zum Zitat Fleming MJ, Doan JH (2009) HEC‐GeoHMS geospatial hydrologic modelling extension: User's manual version 4.2. Davis, CA: US Army Corps of Engineers, Institute for Water Resources, Hydrologic Engineering Centre Fleming MJ, Doan JH (2009) HEC‐GeoHMS geospatial hydrologic modelling extension: User's manual version 4.2. Davis, CA: US Army Corps of Engineers, Institute for Water Resources, Hydrologic Engineering Centre
Zurück zum Zitat Hall J, Arheimer B, Borga M, Brázdil R, Claps P, Kiss A, Kjeldsen TR, Kriaučiūnienė J, Kundzewicz ZW, Lang M, Llasat MC, Macdonald N, McIntyre N, Mediero L, Merz B, Merz R, Molnar P, Montanari A, Neuhold C, Parajka J, Perdigão RAP, Plavcová L, Rogger M, Salinas JL, Sauquet E, Schär C, Szolgay J, Viglione A, Blöschl G (2014) Understanding flood regime changes in Europe: a state-of-the-art assessment. Hydrol Earth Syst Sci 18:2735–2772. https://doi.org/10.5194/hess-18-2735-2014CrossRef Hall J, Arheimer B, Borga M, Brázdil R, Claps P, Kiss A, Kjeldsen TR, Kriaučiūnienė J, Kundzewicz ZW, Lang M, Llasat MC, Macdonald N, McIntyre N, Mediero L, Merz B, Merz R, Molnar P, Montanari A, Neuhold C, Parajka J, Perdigão RAP, Plavcová L, Rogger M, Salinas JL, Sauquet E, Schär C, Szolgay J, Viglione A, Blöschl G (2014) Understanding flood regime changes in Europe: a state-of-the-art assessment. Hydrol Earth Syst Sci 18:2735–2772. https://​doi.​org/​10.​5194/​hess-18-2735-2014CrossRef
Zurück zum Zitat Jenkinson AF, Collison F. (1977) An initial climatology of gales over the North Sea. Synoptic Climatol Branch Memorandum 62:18 Jenkinson AF, Collison F. (1977) An initial climatology of gales over the North Sea. Synoptic Climatol Branch Memorandum 62:18
Zurück zum Zitat 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 14:1921–1942. https://doi.org/10.5194/nhess-14-1921-2014CrossRef 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 14:1921–1942. https://​doi.​org/​10.​5194/​nhess-14-1921-2014CrossRef
Zurück zum Zitat Räisänen J (2007) How reliable are climate models? Tellus. Ser A Dyn Meteorol Oceanogr 59:2–29CrossRef Räisänen J (2007) How reliable are climate models? Tellus. Ser A Dyn Meteorol Oceanogr 59:2–29CrossRef
Zurück zum Zitat Scharffenberg WA, Fleming MJ (2006) Hydrologic modeling system HEC-HMS: User’s manual. US Army Corps of Engineers, Hydrologic Engineering Center Scharffenberg WA, Fleming MJ (2006) Hydrologic modeling system HEC-HMS: User’s manual. US Army Corps of Engineers, Hydrologic Engineering Center
Zurück zum Zitat USDA Soil Conservation Service (1986) Technical release 55: Urban hydrology for small watersheds USDA Soil Conservation Service (1986) Technical release 55: Urban hydrology for small watersheds
Metadaten
Titel
A Robust Method to Update Local River Inundation Maps Using Global Climate Model Output and Weather Typing Based Statistical Downscaling
verfasst von
M. Bermúdez
L. Cea
E. Van Uytven
P. Willems
J.F. Farfán
J. Puertas
Publikationsdatum
06.10.2020
Verlag
Springer Netherlands
Erschienen in
Water Resources Management / Ausgabe 14/2020
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-020-02673-7

Weitere Artikel der Ausgabe 14/2020

Water Resources Management 14/2020 Zur Ausgabe