Skip to main content
Erschienen in: Water Resources Management 2/2013

01.01.2013

Streamflow Modeling in a Highly Managed Mountainous Glacier Watershed Using SWAT: The Upper Rhone River Watershed Case in Switzerland

verfasst von: Kazi Rahman, Chetan Maringanti, Martin Beniston, Florian Widmer, Karim Abbaspour, Anthony Lehmann

Erschienen in: Water Resources Management | Ausgabe 2/2013

Einloggen

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

search-config
loading …

Abstract

Streamflow simulation is often challenging in mountainous watersheds because of irregular topography and complex hydrological processes. Rates of change in precipitation and temperature with respect to elevation often limit the ability to reproduce stream runoff by hydrological models. Anthropogenic influence, such as water transfers in high altitude hydropower reservoirs increases the difficulty in modeling since the natural flow regime is altered by long term storage of water in the reservoirs. The Soil and Water Assessment Tool (SWAT) was used for simulating streamflow in the upper Rhone watershed located in the south western part of Switzerland. The catchment area covers 5220 km2, where most of the land cover is dominated by forest and 14 % is glacier. Streamflow calibration was done at daily time steps for the period of 2001–2005, and validated for 2006–2010. Two different approaches were used for simulating snow and glacier melt process, namely the temperature index approach with and without elevation bands. The hydropower network was implemented based on the intake points that form part of the inter-reservoir network. Subbasins were grouped into two major categories with glaciers and without glaciers for simulating snow and glacier melt processes. Model performance was evaluated both visually and statistically where a good relation between observed and simulated discharge was found. Our study suggests that a proper configuration of the network leads to better model performance despite the complexity that arises for water transaction. Implementing elevation bands generates better results than without elevation bands. Results show that considering all the complexity arising from natural variability and anthropogenic influences, SWAT performs well in simulating runoff in the upper Rhone watershed. Findings from this study can be applicable for high elevation snow and glacier dominated catchments with similar hydro-physiographic constraints.

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!

Literatur
Zurück zum Zitat Abbaspour KC, Yang J, Maximov I, Siber R, Bogner K, Mieleitner J, Zobrist J, Srinivasan R (2007) Modelling hydrology and water quality in the pre-ailpine/alpine Thur watershed using SWAT. J Hydrol 333(2–4):413–430. doi:10.1016/j.jhydrol.2006.09.014 CrossRef Abbaspour KC, Yang J, Maximov I, Siber R, Bogner K, Mieleitner J, Zobrist J, Srinivasan R (2007) Modelling hydrology and water quality in the pre-ailpine/alpine Thur watershed using SWAT. J Hydrol 333(2–4):413–430. doi:10.​1016/​j.​jhydrol.​2006.​09.​014 CrossRef
Zurück zum Zitat Beven K (2001) How far can we go in distributed hydrological modelling? Hydrol Earth Syst Sci 5(1):1–12CrossRef Beven K (2001) How far can we go in distributed hydrological modelling? Hydrol Earth Syst Sci 5(1):1–12CrossRef
Zurück zum Zitat Brown LE, Hannah DM, Milner AM, Soulsby C, Hodson AJ, Brewer MJ (2006) Water source dynamics in a glacierized alpine river basin (Taillon-Gabietous, French Pyrenees). Water Resour Res 42(8). doi:10.1029/2005wr004268 Brown LE, Hannah DM, Milner AM, Soulsby C, Hodson AJ, Brewer MJ (2006) Water source dynamics in a glacierized alpine river basin (Taillon-Gabietous, French Pyrenees). Water Resour Res 42(8). doi:10.​1029/​2005wr004268
Zurück zum Zitat Daniel Farinotti1 SU, Matthias Huss2, Andreas Bauder1 and Martin Funk (2011) Runoff evolution in the Swiss Alps: projections for selected high-alpine catchments based on ENSEMBLES scenarios. Hydrolog Process Daniel Farinotti1 SU, Matthias Huss2, Andreas Bauder1 and Martin Funk (2011) Runoff evolution in the Swiss Alps: projections for selected high-alpine catchments based on ENSEMBLES scenarios. Hydrolog Process
Zurück zum Zitat Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans Evol Comput 6(2):182–197CrossRef Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multiobjective genetic algorithm: NSGA-II. IEEE Trans Evol Comput 6(2):182–197CrossRef
Zurück zum Zitat Fontaine TA, Cruickshank TS, Arnold JG, Hotchkiss RH (2002) Development of a snowfall-snowmelt routine for mountainous terrain for the soil water assessment tool (SWAT). J Hydrol 262(1–4):209–223CrossRef Fontaine TA, Cruickshank TS, Arnold JG, Hotchkiss RH (2002) Development of a snowfall-snowmelt routine for mountainous terrain for the soil water assessment tool (SWAT). J Hydrol 262(1–4):209–223CrossRef
Zurück zum Zitat Jordan F, Hernández JG, Dubois J, Boillat J-L (2007) MINERVE Modélisation des Intempéries de Nature Extrême du Rhône Valaisan et de leurs Effets Jordan F, Hernández JG, Dubois J, Boillat J-L (2007) MINERVE Modélisation des Intempéries de Nature Extrême du Rhône Valaisan et de leurs Effets
Zurück zum Zitat Hernández G (2011) Flood Management in a Complex River Basin with a Real Time Decision Support System Based on Hydrological Forecasts. THÈSE NO 5093 (2011) Ecole Polytechnique Fédérale de Lausanne Hernández G (2011) Flood Management in a Complex River Basin with a Real Time Decision Support System Based on Hydrological Forecasts. THÈSE NO 5093 (2011) Ecole Polytechnique Fédérale de Lausanne
Zurück zum Zitat Huss M (2011) Present and future contribution of glacier storage change to runoff from macroscale drainage basins in Europe. Water Resour Res 47. doi:10.1029/2010wr010299 Huss M (2011) Present and future contribution of glacier storage change to runoff from macroscale drainage basins in Europe. Water Resour Res 47. doi:10.​1029/​2010wr010299
Zurück zum Zitat Huss M, Farinotti D, Bauder A, Funk M (2008) Modelling runoff from highly glacierized alpine drainage basins in a changing climate. Hydrolog Process 22(19):3888–3902. doi:10.1002/hyp. 7055 CrossRef Huss M, Farinotti D, Bauder A, Funk M (2008) Modelling runoff from highly glacierized alpine drainage basins in a changing climate. Hydrolog Process 22(19):3888–3902. doi:10.​1002/​hyp.​ 7055 CrossRef
Zurück zum Zitat Jordan F (2007) Modèle de prévision et de gestion des crues optimisAtion des opérations des aménagements hydroélectriques à accumulation pour la réduction des débits de crue. THÈSE NO 3711 (2007) Ecole Polytechnique Fédérale de 431 Lausanne Jordan F (2007) Modèle de prévision et de gestion des crues optimisAtion des opérations des aménagements hydroélectriques à accumulation pour la réduction des débits de crue. THÈSE NO 3711 (2007) Ecole Polytechnique Fédérale de 431 Lausanne
Zurück zum Zitat Klok EJ, Jasper K, Roelofsma KP, Gurtz J, Badoux A (2001) Distributed hydrological modelling of a heavily glaciated Alpine river basin. Hydrolog Sci J 46(4):553–570CrossRef Klok EJ, Jasper K, Roelofsma KP, Gurtz J, Badoux A (2001) Distributed hydrological modelling of a heavily glaciated Alpine river basin. Hydrolog Sci J 46(4):553–570CrossRef
Zurück zum Zitat Moriasi DN, Arnold JG, Van Liew MW, Bingner RL, Harmel RD, Veith TL (2007) Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Transactions of the Asabe 50(3):885–900 Moriasi DN, Arnold JG, Van Liew MW, Bingner RL, Harmel RD, Veith TL (2007) Model evaluation guidelines for systematic quantification of accuracy in watershed simulations. Transactions of the Asabe 50(3):885–900
Zurück zum Zitat Morid S, Gosain AK, Keshari AK (2004) Response of different snowmelt algorithms to synthesized climatic data for runoff simulation. J Earth Space Phys 30(1):1–9 Morid S, Gosain AK, Keshari AK (2004) Response of different snowmelt algorithms to synthesized climatic data for runoff simulation. J Earth Space Phys 30(1):1–9
Zurück zum Zitat Neitsch SL, Arnold JG, Kiniry J, Williams JR (2005) Soil and water assessment tool theoretical documentation, USDA Agricultural Research Service and. TexasA&MBlackland Research Center, Temple Neitsch SL, Arnold JG, Kiniry J, Williams JR (2005) Soil and water assessment tool theoretical documentation, USDA Agricultural Research Service and. TexasA&MBlackland Research Center, Temple
Zurück zum Zitat Pradhanang SM, Anandhi A, Mukundan R, Zion MS, Pierson DC, Schneiderman EM, Matonse A, Frei A (2011) Application of SWAT model to assess snowpack development and streamflow in the Cannonsville watershed, New York, USA. Hydrolog Process. doi:10.1002/hyp. 8171 Pradhanang SM, Anandhi A, Mukundan R, Zion MS, Pierson DC, Schneiderman EM, Matonse A, Frei A (2011) Application of SWAT model to assess snowpack development and streamflow in the Cannonsville watershed, New York, USA. Hydrolog Process. doi:10.​1002/​hyp.​ 8171
Zurück zum Zitat Schaedler B, Weingzutner R (2001) Components of the natural water balance 1961–1990. Hydrological Atlas of Switzerland, Plate 63, Department of Geography, Bern University—Hydrology & Swiss Federal Office for Water and Geology, Bern, Switzerland (in German, French and Italian) Schaedler B, Weingzutner R (2001) Components of the natural water balance 1961–1990. Hydrological Atlas of Switzerland, Plate 63, Department of Geography, Bern University—Hydrology & Swiss Federal Office for Water and Geology, Bern, Switzerland (in German, French and Italian)
Zurück zum Zitat Schaefli B, Hingray B, Niggli M, Musy A (2005) A conceptual glacio-hydrological model for high mountainous catchments. Hydrol Earth Syst Sci 9(1–2):95–109CrossRef Schaefli B, Hingray B, Niggli M, Musy A (2005) A conceptual glacio-hydrological model for high mountainous catchments. Hydrol Earth Syst Sci 9(1–2):95–109CrossRef
Zurück zum Zitat Viviroli D, Weingartner R (2004) The hydrological significance of mountains: from regional to global scale. Hydrol Earth Syst Sci 8(6):1016–1029CrossRef Viviroli D, Weingartner R (2004) The hydrological significance of mountains: from regional to global scale. Hydrol Earth Syst Sci 8(6):1016–1029CrossRef
Zurück zum Zitat Wang X, Melesse AM (2005) Evaluation of the swat model’s snowmelt hydrology in a northwestern Minnesota watershed. Trans ASAE 48(4):1359–1376 Wang X, Melesse AM (2005) Evaluation of the swat model’s snowmelt hydrology in a northwestern Minnesota watershed. Trans ASAE 48(4):1359–1376
Metadaten
Titel
Streamflow Modeling in a Highly Managed Mountainous Glacier Watershed Using SWAT: The Upper Rhone River Watershed Case in Switzerland
verfasst von
Kazi Rahman
Chetan Maringanti
Martin Beniston
Florian Widmer
Karim Abbaspour
Anthony Lehmann
Publikationsdatum
01.01.2013
Verlag
Springer Netherlands
Erschienen in
Water Resources Management / Ausgabe 2/2013
Print ISSN: 0920-4741
Elektronische ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-012-0188-9

Weitere Artikel der Ausgabe 2/2013

Water Resources Management 2/2013 Zur Ausgabe