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Erschienen in: Environmental Earth Sciences 8/2012

01.04.2012 | Special Issue

Identification of a karst system’s intrinsic hydrodynamic parameters: upscaling from single springs to the whole aquifer

verfasst von: Andreas Hartmann, Martin Kralik, Franko Humer, Jens Lange, Markus Weiler

Erschienen in: Environmental Earth Sciences | Ausgabe 8/2012

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Abstract

For water management purposes, information about an entire aquifer system is generally more important than information about a specific spring. Since a karstic aquifer system might drain to several outlets, conclusions derived from a single spring can be misleading for characterization and modeling. In this study we apply a conceptual model to an Alpine dolomite karst system in Austria. The particular challenge was that several small springs with strongly varying hydrological behavior and diffuse flow into surrounding streams drain this system. Instead of applying the model to a single spring, it was calibrated simultaneously to several observations within the system aiming to identify the karst system’s intrinsic hydrodynamic parameters. Parameter identification is supported by modeling the transport of water isotopes (δ18O). The parameters were transferred to the whole system with a simple upscaling procedure and a sensitivity analysis was performed to unfold influence of isotopic information on parameter sensitivity and simulation uncertainty. The results show that it is possible to identify system intrinsic parameters. But the sensitivity analysis revealed that some are hardly identifiable. Only by considering uncertainty reasonable predictions can be provided for the whole system. Including isotopic information increases the sensitivity of some intrinsic parameters, but it goes along with a sensitivity decrease for others. However, a possible reduction of prediction uncertainty by isotopic information is compensated by deficiencies in the transport modeling routines.

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Literatur
Zurück zum Zitat Abbo H, Shavit U, Markel D, Rimmer A (2003) A numerical study on the influence of fractured regions on lake/groundwater interaction; the Lake Kinneret (Sea of Galilee) case. J Hydrol 283(1–4):225–243CrossRef Abbo H, Shavit U, Markel D, Rimmer A (2003) A numerical study on the influence of fractured regions on lake/groundwater interaction; the Lake Kinneret (Sea of Galilee) case. J Hydrol 283(1–4):225–243CrossRef
Zurück zum Zitat Andreo B, Carrasco F, Durán JJ, LaMoreaux JW, Mudarra M, Andreo B, Mudry J (2010) Hydrochemical heterogeneity in the discharge zone of a karstic aquifer. In: LaMoreaux JW (ed) Advances in research in karst media. Environmental earth sciences. Springer, Berlin, pp 163–168. doi:10.1007/978-3-642-12486-0_25 CrossRef Andreo B, Carrasco F, Durán JJ, LaMoreaux JW, Mudarra M, Andreo B, Mudry J (2010) Hydrochemical heterogeneity in the discharge zone of a karstic aquifer. In: LaMoreaux JW (ed) Advances in research in karst media. Environmental earth sciences. Springer, Berlin, pp 163–168. doi:10.​1007/​978-3-642-12486-0_​25 CrossRef
Zurück zum Zitat Aquilina L, Ladouche B, Doerfliger N (2006) Water storage and transfer in the epikarst of karstic systems during high flow periods. J Hydrol 327:472–485CrossRef Aquilina L, Ladouche B, Doerfliger N (2006) Water storage and transfer in the epikarst of karstic systems during high flow periods. J Hydrol 327:472–485CrossRef
Zurück zum Zitat Austrian Network of Isotopes in Precipitation ANIP (2010) Database in cooperation with the Ministry of Environment, Austrian Federal States, Environmental Agency, Vienna Austrian Network of Isotopes in Precipitation ANIP (2010) Database in cooperation with the Ministry of Environment, Austrian Federal States, Environmental Agency, Vienna
Zurück zum Zitat Beven KJ (2003) Rainfall-runoff modelling: the primer. Wiley, Chichester Beven KJ (2003) Rainfall-runoff modelling: the primer. Wiley, Chichester
Zurück zum Zitat Birk S, Liedl R, Sauter M (2006) Karst spring responses examined by process-based modeling. Groundwater 44(6):832–836CrossRef Birk S, Liedl R, Sauter M (2006) Karst spring responses examined by process-based modeling. Groundwater 44(6):832–836CrossRef
Zurück zum Zitat Bonacci O (1993) Karst springs hydrographs as indicators of karst aquifers/Les hydrogrammes des sources karstiques en tant qu’indicateurs des aquifères karstiques. J Hydrol Sci 38(1):51–62CrossRef Bonacci O (1993) Karst springs hydrographs as indicators of karst aquifers/Les hydrogrammes des sources karstiques en tant qu’indicateurs des aquifères karstiques. J Hydrol Sci 38(1):51–62CrossRef
Zurück zum Zitat Butscher C, Huggenberger P (2008) Intrinsic vulnerability assessment in karst areas: a numerical modeling approach. Water Resour Res 44 (W03408). doi:10.1029/2007WR006277 Butscher C, Huggenberger P (2008) Intrinsic vulnerability assessment in karst areas: a numerical modeling approach. Water Resour Res 44 (W03408). doi:10.​1029/​2007WR006277
Zurück zum Zitat Clark ID, Fritz P (1997) Environmental Isotopes in Hydrogeology. CRC Press Inc, Boca Raton Clark ID, Fritz P (1997) Environmental Isotopes in Hydrogeology. CRC Press Inc, Boca Raton
Zurück zum Zitat Dershowitz WS, La Pointe PR, Doe TW (2004) Advances in discrete fracture network modelling. In: Proceedings of the US EPA/NGWA Fractured Rock Conference, Portland Dershowitz WS, La Pointe PR, Doe TW (2004) Advances in discrete fracture network modelling. In: Proceedings of the US EPA/NGWA Fractured Rock Conference, Portland
Zurück zum Zitat Doctor DH, Alexander ECJ, Petric M, Kogovsek J, Urbanc J, Lojen S, Stichler W (2006) Quantification of karst aquifer discharge components during storm events through end-member mixing analysis using natural chemistry and stable isotopes as tracers. Hydrogeol J 14:1171–1191 Doctor DH, Alexander ECJ, Petric M, Kogovsek J, Urbanc J, Lojen S, Stichler W (2006) Quantification of karst aquifer discharge components during storm events through end-member mixing analysis using natural chemistry and stable isotopes as tracers. Hydrogeol J 14:1171–1191
Zurück zum Zitat Duan QY, Sorooshian S, Gupta HV (1992) Effective and efficient global optimization for conceptual rainfall-runoff models. Water Resour Res 28(4):1015–1031CrossRef Duan QY, Sorooshian S, Gupta HV (1992) Effective and efficient global optimization for conceptual rainfall-runoff models. Water Resour Res 28(4):1015–1031CrossRef
Zurück zum Zitat Duan QY, Gupta HV, Sorooshian S (1993) Shuffled complex evolution approach for effective and efficient global minimization. J Optim Theory Appl 76:501–521CrossRef Duan QY, Gupta HV, Sorooshian S (1993) Shuffled complex evolution approach for effective and efficient global minimization. J Optim Theory Appl 76:501–521CrossRef
Zurück zum Zitat Duan QY, Sorooshian S, Gupta HV (1994) Optimal use of the SCE-UA global optimization method for calibrating watershed models. J Hydrol 158:265–284CrossRef Duan QY, Sorooshian S, Gupta HV (1994) Optimal use of the SCE-UA global optimization method for calibrating watershed models. J Hydrol 158:265–284CrossRef
Zurück zum Zitat Fleury P, Plagnes V, Bakalowicz M (2007) Modelling of the functioning of karst aquifers with a reservoir model: application to Fontaine de Vaucluse (South of France). J Hydrol 345:38–49CrossRef Fleury P, Plagnes V, Bakalowicz M (2007) Modelling of the functioning of karst aquifers with a reservoir model: application to Fontaine de Vaucluse (South of France). J Hydrol 345:38–49CrossRef
Zurück zum Zitat Fleury P, Ladouche B, Conroux Y, Jourde H, Doerfliger N (2009) Modelling the hydrologic functions of a karst aquifer under active water management—the Lez spring. J Hydrol 365:235–243CrossRef Fleury P, Ladouche B, Conroux Y, Jourde H, Doerfliger N (2009) Modelling the hydrologic functions of a karst aquifer under active water management—the Lez spring. J Hydrol 365:235–243CrossRef
Zurück zum Zitat Ford DC, Williams PW (2007) Karst hydrogeology and geomorphology. Wiley, Chichester Ford DC, Williams PW (2007) Karst hydrogeology and geomorphology. Wiley, Chichester
Zurück zum Zitat Freer J, Beven KJ, Ambroise B (1996) Bayesian estimation of uncertainty in runoff prediction and the value of data: an application of the GLUE approach. Water Resour Res 32:2161–2173CrossRef Freer J, Beven KJ, Ambroise B (1996) Bayesian estimation of uncertainty in runoff prediction and the value of data: an application of the GLUE approach. Water Resour Res 32:2161–2173CrossRef
Zurück zum Zitat Geyer T, Birk S, Liedl R, Sauter M (2008) Quantification of temporal distribution of recharge in karst systems from spring hydrographs. J Hydrol 348:452–463CrossRef Geyer T, Birk S, Liedl R, Sauter M (2008) Quantification of temporal distribution of recharge in karst systems from spring hydrographs. J Hydrol 348:452–463CrossRef
Zurück zum Zitat Goldscheider N, Drew D (2007) Methods in karst hydrogeology. Taylor Francis & Group, London Goldscheider N, Drew D (2007) Methods in karst hydrogeology. Taylor Francis & Group, London
Zurück zum Zitat Grasso DA, Jeannin P-Y (1994) Etude critique des methods d’analyse de la réponse globale des systèmes karstiques. Application au site du Bure (JU, Suisse). Bulletin d’Hydrogéologie 13:87–113 Grasso DA, Jeannin P-Y (1994) Etude critique des methods d’analyse de la réponse globale des systèmes karstiques. Application au site du Bure (JU, Suisse). Bulletin d’Hydrogéologie 13:87–113
Zurück zum Zitat Hornberger GM, Spear RC (1981) An approach to the preliminary analysis of environmental systems. J Environ Manag 12:7–12 Hornberger GM, Spear RC (1981) An approach to the preliminary analysis of environmental systems. J Environ Manag 12:7–12
Zurück zum Zitat Hu C, Hao Y, Yeh T-CJ, Pang B, Wu Z (2008) Simulation of spring flows from a karst aquifer with an artificial neural network. Hydrol Process 22:596–604CrossRef Hu C, Hao Y, Yeh T-CJ, Pang B, Wu Z (2008) Simulation of spring flows from a karst aquifer with an artificial neural network. Hydrol Process 22:596–604CrossRef
Zurück zum Zitat Humer F, Kralik M (2008) Integrated Monitoring Zöbelboden: Hydrologische und hydrochemische Untersuchungen. Unpubl Rep Environment Agency, Vienna:34 Humer F, Kralik M (2008) Integrated Monitoring Zöbelboden: Hydrologische und hydrochemische Untersuchungen. Unpubl Rep Environment Agency, Vienna:34
Zurück zum Zitat IUSS Working Group WRB (2006) World reference base for soil resources 2006, World Soil Resources Report 103, FAO, Rome IUSS Working Group WRB (2006) World reference base for soil resources 2006, World Soil Resources Report 103, FAO, Rome
Zurück zum Zitat Jukic D, Denic-Jukic V (2006) Nonlinear kernel functions for karst aquifers. J Hydrol 328:360–374CrossRef Jukic D, Denic-Jukic V (2006) Nonlinear kernel functions for karst aquifers. J Hydrol 328:360–374CrossRef
Zurück zum Zitat Jukic D, Denic-Jukic V (2009) Groundwater balance estimation in karst by using a conceptual rainfall-runoff model. J Hydrol 373(3–4):302–315CrossRef Jukic D, Denic-Jukic V (2009) Groundwater balance estimation in karst by using a conceptual rainfall-runoff model. J Hydrol 373(3–4):302–315CrossRef
Zurück zum Zitat Kinzelbach W (1986) Groundwater modelling. Int. Edition. Elsevier, Amsterdam Kinzelbach W (1986) Groundwater modelling. Int. Edition. Elsevier, Amsterdam
Zurück zum Zitat Kiraly L (1998) Modelling karst aquifers by the combined discrete channel and continuum approach. Bulletin d’Hydrogéologie 16:77–98 Kiraly L (1998) Modelling karst aquifers by the combined discrete channel and continuum approach. Bulletin d’Hydrogéologie 16:77–98
Zurück zum Zitat Kiraly L (2003) Karstification and Groundwater Flow. Speleogenesis Evol Karst Aquifers 1(3):1–24 Kiraly L (2003) Karstification and Groundwater Flow. Speleogenesis Evol Karst Aquifers 1(3):1–24
Zurück zum Zitat Kralik M, Keimel T (2003) Time-input, an innovative groundwater-vulnerability assessment scheme: application to an alpine test site. Environ Geol 44:373–380CrossRef Kralik M, Keimel T (2003) Time-input, an innovative groundwater-vulnerability assessment scheme: application to an alpine test site. Environ Geol 44:373–380CrossRef
Zurück zum Zitat Kralik M, Humer F, Papesch W, Tesch R, Suckow A, Han LF, Gröning M (2009) Karstwater-ages in an alpine dolomite catchment, Austria: δ18O, 3H, 3H/3He, CFC and dye tracer investigations. European Geosciences Union, General Assembly, 19–24 April 2009, Vienna 11 (09180) Kralik M, Humer F, Papesch W, Tesch R, Suckow A, Han LF, Gröning M (2009) Karstwater-ages in an alpine dolomite catchment, Austria: δ18O, 3H, 3H/3He, CFC and dye tracer investigations. European Geosciences Union, General Assembly, 19–24 April 2009, Vienna 11 (09180)
Zurück zum Zitat Kurtulus B, Razack M (2006) Evaluation of the ability of an artificial neural network model to simulate the input-output responses of a large karstic aquifer: the La Rochefoucauld aquifer (Charente, France). Hydrogeol J 15:241–254CrossRef Kurtulus B, Razack M (2006) Evaluation of the ability of an artificial neural network model to simulate the input-output responses of a large karstic aquifer: the La Rochefoucauld aquifer (Charente, France). Hydrogeol J 15:241–254CrossRef
Zurück zum Zitat Lange J, Arbel Y, Grodek T, Greenbaum N (2010) Water percolation process studies in a Mediterranean karst area. Hydrol Process 24(13):1866–1879CrossRef Lange J, Arbel Y, Grodek T, Greenbaum N (2010) Water percolation process studies in a Mediterranean karst area. Hydrol Process 24(13):1866–1879CrossRef
Zurück zum Zitat Le Moine N, Andréassian V, Perrin C, Michel C (2007) How can rainfall-runoff models handle intercatchment groundwater flows? Theoretical study based on 1040 French catchments. Water Resour Res 43 (W06428). doi:10.1029/2006WR005608 Le Moine N, Andréassian V, Perrin C, Michel C (2007) How can rainfall-runoff models handle intercatchment groundwater flows? Theoretical study based on 1040 French catchments. Water Resour Res 43 (W06428). doi:10.​1029/​2006WR005608
Zurück zum Zitat Le Moine N, Andréassian V, Mathevet T (2008) Confronting surface- and groundwater balances on the La Rochefoucauld-Touvre karstic system (Charente, France). Water Resour Res 44 (W03403). doi:10.1029/2007WR005984 Le Moine N, Andréassian V, Mathevet T (2008) Confronting surface- and groundwater balances on the La Rochefoucauld-Touvre karstic system (Charente, France). Water Resour Res 44 (W03403). doi:10.​1029/​2007WR005984
Zurück zum Zitat Lee ES, Krothe NC (2001) A four-component mixing model for water in a karst terrain in south-central Indiana, USA. Using solute concentration and stable isotopes as tracers. Chem Geol 179 Lee ES, Krothe NC (2001) A four-component mixing model for water in a karst terrain in south-central Indiana, USA. Using solute concentration and stable isotopes as tracers. Chem Geol 179
Zurück zum Zitat Mahler BJ, Garner BD (2009) Using nitrate to quantify quick flow in a karst aquifer. Ground Water 47(3):350–360CrossRef Mahler BJ, Garner BD (2009) Using nitrate to quantify quick flow in a karst aquifer. Ground Water 47(3):350–360CrossRef
Zurück zum Zitat Mangin A (1984) Pour une meilleure connaissance des systèmes hydrologiques à partir des analyses corrélatoire et spectrale. J Hydrol 67(1–4):25–43CrossRef Mangin A (1984) Pour une meilleure connaissance des systèmes hydrologiques à partir des analyses corrélatoire et spectrale. J Hydrol 67(1–4):25–43CrossRef
Zurück zum Zitat Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models. Part I: a discussion of principles. J Hydrol 10:282–290CrossRef Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models. Part I: a discussion of principles. J Hydrol 10:282–290CrossRef
Zurück zum Zitat Parajka J, Merz R, Blöschl G (2007) Uncertainty and multiple objective calibration in regional water balance modelling: case study in 320 Austrian catchments. Hydrol Process 21(4):435–446. doi:10.1002/hyp.6253 CrossRef Parajka J, Merz R, Blöschl G (2007) Uncertainty and multiple objective calibration in regional water balance modelling: case study in 320 Austrian catchments. Hydrol Process 21(4):435–446. doi:10.​1002/​hyp.​6253 CrossRef
Zurück zum Zitat Pinault J-L, Plagnes V, Aquilina L, Bakalowicz M (2001) Inverse modeling of the hydrological and the hydrochemical behavior of hydrosystems: characterization of karst system functioning. Water Resour Res 37(8):2191–2204CrossRef Pinault J-L, Plagnes V, Aquilina L, Bakalowicz M (2001) Inverse modeling of the hydrological and the hydrochemical behavior of hydrosystems: characterization of karst system functioning. Water Resour Res 37(8):2191–2204CrossRef
Zurück zum Zitat Reimann T, Hill ME (2009) MODFLOW-CFP: a new conduit flow process for MODFLOW–2005. Ground Water 43(3):321–325CrossRef Reimann T, Hill ME (2009) MODFLOW-CFP: a new conduit flow process for MODFLOW–2005. Ground Water 43(3):321–325CrossRef
Zurück zum Zitat Rimmer A, Salingar Y (2006) Modelling precipitation-streamflow processes in karst basin: the case of the Jordan River sources, Israel. J Hydrol 331:524–542CrossRef Rimmer A, Salingar Y (2006) Modelling precipitation-streamflow processes in karst basin: the case of the Jordan River sources, Israel. J Hydrol 331:524–542CrossRef
Zurück zum Zitat Seibert J, McDonnell JJ (2002) On the dialog between experimentalist and modeler in catchment hydrology: use of soft data for multicriteria model calibration. Water Resour Res 38(11):1241. doi:10.1029/2001WR000978 CrossRef Seibert J, McDonnell JJ (2002) On the dialog between experimentalist and modeler in catchment hydrology: use of soft data for multicriteria model calibration. Water Resour Res 38(11):1241. doi:10.​1029/​2001WR000978 CrossRef
Zurück zum Zitat Spear RC, Hornberger GM (1980) Eutriphication in peel inlet-II. Identification of critical uncertainties via generalized sensitivity analysis. Water Resour Res 14:43–49 Spear RC, Hornberger GM (1980) Eutriphication in peel inlet-II. Identification of critical uncertainties via generalized sensitivity analysis. Water Resour Res 14:43–49
Zurück zum Zitat Tritz S, Guinot V, Jourde H (2011) Modelling the behaviour of a karst system catchment using non linear hysteretic conceptual model. J Hydrol (in press, accepted manuscript) Tritz S, Guinot V, Jourde H (2011) Modelling the behaviour of a karst system catchment using non linear hysteretic conceptual model. J Hydrol (in press, accepted manuscript)
Zurück zum Zitat Wagener T, Boyle DP, Lees MJ, Wheater HS, Gupta HV, Sorooshian S (2001) A framework for development and application of hydrological models. Hydrol Earth Syst Sci 5(1):13–26CrossRef Wagener T, Boyle DP, Lees MJ, Wheater HS, Gupta HV, Sorooshian S (2001) A framework for development and application of hydrological models. Hydrol Earth Syst Sci 5(1):13–26CrossRef
Zurück zum Zitat Wendling U, Schellin H.-G, Thomä M (1991) Bereitstellung von täglichen Informationen zum Wasserhaushalt des Bodens für die Zwecke der agrarmeteorologischen Beratung—the supply of daily information on the water budget of the soil as a contribution to the agrometeorological adviso. Zeitschrift für Meteorologie 41:468–475 Wendling U, Schellin H.-G, Thomä M (1991) Bereitstellung von täglichen Informationen zum Wasserhaushalt des Bodens für die Zwecke der agrarmeteorologischen Beratung—the supply of daily information on the water budget of the soil as a contribution to the agrometeorological adviso. Zeitschrift für Meteorologie 41:468–475
Metadaten
Titel
Identification of a karst system’s intrinsic hydrodynamic parameters: upscaling from single springs to the whole aquifer
verfasst von
Andreas Hartmann
Martin Kralik
Franko Humer
Jens Lange
Markus Weiler
Publikationsdatum
01.04.2012
Verlag
Springer-Verlag
Erschienen in
Environmental Earth Sciences / Ausgabe 8/2012
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-011-1033-9

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