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2014 | OriginalPaper | Buchkapitel

9. Tomographic Methods in Hydrogeology

verfasst von : Olaf A. Cirpka, Carsten Leven, Ronnie Schwede, Kennedy Doro, Peter Bastian, Olaf Ippisch, Ole Klein, Arno Patzelt

Erschienen in: Tomography of the Earth’s Crust: From Geophysical Sounding to Real-Time Monitoring

Verlag: Springer International Publishing

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Abstract

The extraction of groundwater for drinking water purposes is one of the most important uses of the natural subsurface. Sustainable management of groundwater resources requires detailed knowledge of the hydraulic properties within the subsurface. Typically, these properties are not directly accessible. The evaluation of hydraulic properties therefore requires hydraulic stimuli of the subsurface (e.g., injection and extraction of groundwater, tracer tests, etc.) with subsequent data analysis. In this context, tomographic techniques and inversion strategies originally derived for geophysical surveying can be transferred to hydraulic applications. In addition, geophysical techniques may be used to monitor hydraulic tests. The latter requires fully coupled hydrogeophysical inversion strategies, accounting for the entire process chain from hydraulic properties via flow and transport to the application of the geophysical surveying techniques. The project “Tomographic methods in hydrogeology” focuses on the development of a geostatistical inversion method for transient tomographic data of multiple hydraulic investigation techniques, the model-based optimal design of tomographic surveys, and the development of experimental techniques and equipment for an efficient execution of tomographic surveys in a hydrogeological context using the model-based design and providing data for the inversion. In this chapter we will show selected examples of the project’s outcome. The examples include developments related to the joint geostatistical inversion of tomographic data sets, its efficient parallelization, and its application to a 3D-inversion of tomographic thermal tracer tests. Furthermore we present a method for solving the inversion of transient tomographic data sets which usually suffer from high computational efforts. Related to the acquisition of tomographic data sets, we also discuss the development of tracer-tomographic methods using heat as tracer.

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Literatur
Zurück zum Zitat Anderson MP (2005) Heat as a ground water tracer. Ground Water 43(6):951–968CrossRef Anderson MP (2005) Heat as a ground water tracer. Ground Water 43(6):951–968CrossRef
Zurück zum Zitat Bastian P, Droske M, Engwer C, Klöfkorn R, Neubauer T, Ohlberger M, Rumpf M (2004) Towards a unified framework for scientific computing. In: Proceedings of the 15th conference on domain decomposition methods, edited, pp 167–174, Springer, Berlin Bastian P, Droske M, Engwer C, Klöfkorn R, Neubauer T, Ohlberger M, Rumpf M (2004) Towards a unified framework for scientific computing. In: Proceedings of the 15th conference on domain decomposition methods, edited, pp 167–174, Springer, Berlin
Zurück zum Zitat Bastian P, Blatt M, Dedner A, Engwer C, Klofkorn R, Kornhuber R, Ohlberger M, Sander O (2008a) A generic grid interface for parallel and adaptive scientific computing. Part II: implementation and tests in DUNE. Computing 82(2–3):121–138CrossRef Bastian P, Blatt M, Dedner A, Engwer C, Klofkorn R, Kornhuber R, Ohlberger M, Sander O (2008a) A generic grid interface for parallel and adaptive scientific computing. Part II: implementation and tests in DUNE. Computing 82(2–3):121–138CrossRef
Zurück zum Zitat Bastian P, Blatt M, Dedner A, Engwer C, Klofkorn R, Ohlberger M, Sander O (2008b) A generic grid interface for parallel and adaptive scientific computing. Part I: abstract framework. Computing 82(2–3):103–119CrossRef Bastian P, Blatt M, Dedner A, Engwer C, Klofkorn R, Ohlberger M, Sander O (2008b) A generic grid interface for parallel and adaptive scientific computing. Part I: abstract framework. Computing 82(2–3):103–119CrossRef
Zurück zum Zitat Benett AF (1992) Inverse methods in physical oceanography. Cambridge University Press, CambridgeCrossRef Benett AF (1992) Inverse methods in physical oceanography. Cambridge University Press, CambridgeCrossRef
Zurück zum Zitat Berg SJ, Illman WA (2011) Three-dimensional transient hydraulic tomography in a highly heterogeneous glaciofluvial aquifer-aquitard system. Water Resour Res 47:W10507 Berg SJ, Illman WA (2011) Three-dimensional transient hydraulic tomography in a highly heterogeneous glaciofluvial aquifer-aquitard system. Water Resour Res 47:W10507
Zurück zum Zitat Bhaskar AS, Harvey JW, Henry EJ (2012) Resolving hyporheic and groundwater components of streambed water flux using heat as a tracer. Water Resour Res 48(8):W08524 Bhaskar AS, Harvey JW, Henry EJ (2012) Resolving hyporheic and groundwater components of streambed water flux using heat as a tracer. Water Resour Res 48(8):W08524
Zurück zum Zitat Bohling GC (2009) Sensitivity and resolution of tomographic pumping tests in an alluvial aquifer. Water Resour Res 45:W02420 Bohling GC (2009) Sensitivity and resolution of tomographic pumping tests in an alluvial aquifer. Water Resour Res 45:W02420
Zurück zum Zitat Cardiff M, Barrash W (2011) 3-D transient hydraulic tomography in unconfined aquifers with fast drainage response. Water Resour Res 47(12):W12518 Cardiff M, Barrash W (2011) 3-D transient hydraulic tomography in unconfined aquifers with fast drainage response. Water Resour Res 47(12):W12518
Zurück zum Zitat Cardiff M, Barrash W, Kitanidis PK (2012) A field proof-of-concept of aquifer imaging using 3-D transient hydraulic tomography with modular, temporarily-emplaced equipment. Water Resour Res 48(5):W05531 Cardiff M, Barrash W, Kitanidis PK (2012) A field proof-of-concept of aquifer imaging using 3-D transient hydraulic tomography with modular, temporarily-emplaced equipment. Water Resour Res 48(5):W05531
Zurück zum Zitat Carrera J, Neuman SP (1986) Estimation of aquifer parameters under transient and steady-state conditions. 3. Application to synthetic and field data. Water Resour Res 22(2):228–242CrossRef Carrera J, Neuman SP (1986) Estimation of aquifer parameters under transient and steady-state conditions. 3. Application to synthetic and field data. Water Resour Res 22(2):228–242CrossRef
Zurück zum Zitat Castaings W, Dartus D, Le Dimet FX, Saulnier GM (2009) Sensitivity analysis and parameter estimation for distributed hydrological modeling: potential of variational methods. Hydrol. Earth Syst Sci 13(4):503–517 Castaings W, Dartus D, Le Dimet FX, Saulnier GM (2009) Sensitivity analysis and parameter estimation for distributed hydrological modeling: potential of variational methods. Hydrol. Earth Syst Sci 13(4):503–517
Zurück zum Zitat Cirpka OA, Bürger CM, Nowak W, Finkel M (2004) Uncertainty and data worth analysis for the hydraulic design of funnel-and-gate systems in heterogeneous aquifers. Water Resour Res 40(11) Cirpka OA, Bürger CM, Nowak W, Finkel M (2004) Uncertainty and data worth analysis for the hydraulic design of funnel-and-gate systems in heterogeneous aquifers. Water Resour Res 40(11)
Zurück zum Zitat Cirpka OA, Kitanidis PK (2000) Sensitivities of temporal moments calculated by the adjoint-state method and joint inversing of head and tracer data. Adv Water Resour 24(1):89–103CrossRef Cirpka OA, Kitanidis PK (2000) Sensitivities of temporal moments calculated by the adjoint-state method and joint inversing of head and tracer data. Adv Water Resour 24(1):89–103CrossRef
Zurück zum Zitat Constantz J (2008) Heat as a tracer to determine streambed water exchanges. Water Resour Res 44: W00D10 Constantz J (2008) Heat as a tracer to determine streambed water exchanges. Water Resour Res 44: W00D10
Zurück zum Zitat Constantz J, Cox MH, Su GW (2003) Comparison of heat and bromide as ground water tracers near streams. Ground Water 41(5):647–656CrossRef Constantz J, Cox MH, Su GW (2003) Comparison of heat and bromide as ground water tracers near streams. Ground Water 41(5):647–656CrossRef
Zurück zum Zitat Dietrich CR, Newsam GN (1997) Fast and exact simulation of stationary Gaussian processes through circulant embedding of the covariance matrix. SIAM J Sci Comput 18(4):1088–1107CrossRef Dietrich CR, Newsam GN (1997) Fast and exact simulation of stationary Gaussian processes through circulant embedding of the covariance matrix. SIAM J Sci Comput 18(4):1088–1107CrossRef
Zurück zum Zitat Dietrich P, Butler JJ, Faiss K (2008) A rapid method for hydraulic profiling in unconsolidated formations. Ground Water 46(2):323–328CrossRef Dietrich P, Butler JJ, Faiss K (2008) A rapid method for hydraulic profiling in unconsolidated formations. Ground Water 46(2):323–328CrossRef
Zurück zum Zitat Doherty J (2010a) Addendum to the PEST manual. Watermark Numerical Computing, Brisbane Doherty J (2010a) Addendum to the PEST manual. Watermark Numerical Computing, Brisbane
Zurück zum Zitat Doherty J (2010b) PEST, model-independent parameter estimation-user manual, 5th edn. Watermark Numerical Computing, Brisbane (with slight additions) Doherty J (2010b) PEST, model-independent parameter estimation-user manual, 5th edn. Watermark Numerical Computing, Brisbane (with slight additions)
Zurück zum Zitat Fienen MN, Kunicki TC, Kester DE (2011) CloudPEST—a python module for cloud-computing deployment of PEST, a program for parameter estimation. Technical Report. Open-File Report 2011–1062, U.S. Geological Survey Fienen MN, Kunicki TC, Kester DE (2011) CloudPEST—a python module for cloud-computing deployment of PEST, a program for parameter estimation. Technical Report. Open-File Report 2011–1062, U.S. Geological Survey
Zurück zum Zitat Frigo M, Johnson SG (2005) The design and implementation of fftw3. Proc IEEE 93(2):216–231CrossRef Frigo M, Johnson SG (2005) The design and implementation of fftw3. Proc IEEE 93(2):216–231CrossRef
Zurück zum Zitat Gómez-Hernández JJ, Sahuquillo A, Capilla JE (1997) Stochastic simulation of transmissivity fields conditional to both transmissivity and piezometric data, 1. Theory. J.Hydrol 203(1–4):163–174 Gómez-Hernández JJ, Sahuquillo A, Capilla JE (1997) Stochastic simulation of transmissivity fields conditional to both transmissivity and piezometric data, 1. Theory. J.Hydrol 203(1–4):163–174
Zurück zum Zitat Hecht-Méndez J, Molina-Giraldo N, Blum P, Bayer P (2010) Evaluating MT3DMS for heat transport simulation of closed geothermal systems. Ground Water 48(5):741–756CrossRef Hecht-Méndez J, Molina-Giraldo N, Blum P, Bayer P (2010) Evaluating MT3DMS for heat transport simulation of closed geothermal systems. Ground Water 48(5):741–756CrossRef
Zurück zum Zitat Hernandez AF, Neuman SP, Guadagnini A, Carrera J (2006) Inverse stochastic moment analysis of steady state flow in randomly heterogeneous media. Water Resour Res 42(5):W05425 Hernandez AF, Neuman SP, Guadagnini A, Carrera J (2006) Inverse stochastic moment analysis of steady state flow in randomly heterogeneous media. Water Resour Res 42(5):W05425
Zurück zum Zitat Hunt RJ, Luchette J, Schreuder WA, Rumbaugh JO, Doherty J, Tonkin MJ, Rumbaugh DB (2010) Using a cloud to replenish parched groundwater modeling efforts. Ground Water 48(3):360–365CrossRef Hunt RJ, Luchette J, Schreuder WA, Rumbaugh JO, Doherty J, Tonkin MJ, Rumbaugh DB (2010) Using a cloud to replenish parched groundwater modeling efforts. Ground Water 48(3):360–365CrossRef
Zurück zum Zitat Illman WA, Berg SJ, Liu X, Massi A (2010) Hydraulic/Partitioning tracer tomography for DNAPL source zone characterization: small-scale sandbox experiments. Environ Sci Technol 44(22):8609–8614CrossRef Illman WA, Berg SJ, Liu X, Massi A (2010) Hydraulic/Partitioning tracer tomography for DNAPL source zone characterization: small-scale sandbox experiments. Environ Sci Technol 44(22):8609–8614CrossRef
Zurück zum Zitat Kitanidis PK (1995) Quasi-linear geostatistical theory for inversing. Water Resour Res 31(10):2411–2419CrossRef Kitanidis PK (1995) Quasi-linear geostatistical theory for inversing. Water Resour Res 31(10):2411–2419CrossRef
Zurück zum Zitat Lessoff SC, Schneidewind U, Leven C, Blum P, Dietrich P, Dagan G (2010) Spatial characterization of the hydraulic conductivity using direct-push injection logging. Water Resour Res 46 Lessoff SC, Schneidewind U, Leven C, Blum P, Dietrich P, Dagan G (2010) Spatial characterization of the hydraulic conductivity using direct-push injection logging. Water Resour Res 46
Zurück zum Zitat Li W, Nowak W, Cirpka OA (2005) Geostatistical inverse modeling of transient pumping tests using temporal moments of drawdown. Water Resour Res 41(8):W08403 Li W, Nowak W, Cirpka OA (2005) Geostatistical inverse modeling of transient pumping tests using temporal moments of drawdown. Water Resour Res 41(8):W08403
Zurück zum Zitat Li W, Englert A, Cirpka OA, Vereecken H (2008) Three-dimensional geostatistical inversion of flowmeter and pumping-test data. Ground Water 46(2):193–201CrossRef Li W, Englert A, Cirpka OA, Vereecken H (2008) Three-dimensional geostatistical inversion of flowmeter and pumping-test data. Ground Water 46(2):193–201CrossRef
Zurück zum Zitat Li W, Englert A, Cirpka OA, Vanderborght J, Vereecken H (2007) 2-D-characterization of hydraulic heterogeneity by multiple pumping tests. Water Resour Res 43(4):W04433 Li W, Englert A, Cirpka OA, Vanderborght J, Vereecken H (2007) 2-D-characterization of hydraulic heterogeneity by multiple pumping tests. Water Resour Res 43(4):W04433
Zurück zum Zitat Luo J, Wu W-M, Fienen MN, Jardine PM, Mehlhorn TL, Watson DB, Cirpka OA, Criddle CS, Kitanidis PK (2006) A nested-cell approach for in situ remediation. Ground Water 44(2):266–274CrossRef Luo J, Wu W-M, Fienen MN, Jardine PM, Mehlhorn TL, Watson DB, Cirpka OA, Criddle CS, Kitanidis PK (2006) A nested-cell approach for in situ remediation. Ground Water 44(2):266–274CrossRef
Zurück zum Zitat Matheron G (1971) The theory of regionalized variables and its applications. Ecole de Mines, Fontainebleau Matheron G (1971) The theory of regionalized variables and its applications. Ecole de Mines, Fontainebleau
Zurück zum Zitat McLaughlin D, Townley L (1996) A reassessment of the groundwater inverse problem. Water Resour Res 32(5):1131–1161CrossRef McLaughlin D, Townley L (1996) A reassessment of the groundwater inverse problem. Water Resour Res 32(5):1131–1161CrossRef
Zurück zum Zitat Michalak AM, Kitanidis PK (2004) Estimation of historical groundwater contaminant distribution using the adjoint state method applied to geostatistical inverse modeling. Water Resour Res 40(8) Michalak AM, Kitanidis PK (2004) Estimation of historical groundwater contaminant distribution using the adjoint state method applied to geostatistical inverse modeling. Water Resour Res 40(8)
Zurück zum Zitat Neuman SP, Blattstein A, Riva M, Tartakovsky DM, Guadagnini A, Ptak T (2007) Type curve interpretation of late-time pumping test data in randomly heterogeneous aquifers. Water Resour Res 43(10) Neuman SP, Blattstein A, Riva M, Tartakovsky DM, Guadagnini A, Ptak T (2007) Type curve interpretation of late-time pumping test data in randomly heterogeneous aquifers. Water Resour Res 43(10)
Zurück zum Zitat Nowak W, Cirpka OA (2004) A modified Levenberg-Marquardt algorithm for quasi-linear geostatistical inversing. Adv Water Resour 27(7):737–750CrossRef Nowak W, Cirpka OA (2004) A modified Levenberg-Marquardt algorithm for quasi-linear geostatistical inversing. Adv Water Resour 27(7):737–750CrossRef
Zurück zum Zitat Nowak W, Cirpka OA (2006) Geostatistical inference of hydraulic conductivity and dispersion coefficients from hydraulic heads and tracer data. Water Resour Res 42(8):W08416. doi:08410.01029/02005WR004832 Nowak W, Cirpka OA (2006) Geostatistical inference of hydraulic conductivity and dispersion coefficients from hydraulic heads and tracer data. Water Resour Res 42(8):W08416. doi:08410.​01029/​02005WR004832
Zurück zum Zitat Pollock D, Cirpka OA (2010) Fully coupled hydrogeophysical inversion of synthetic salt tracer experiments. Water Resour Res 46 Pollock D, Cirpka OA (2010) Fully coupled hydrogeophysical inversion of synthetic salt tracer experiments. Water Resour Res 46
Zurück zum Zitat Pollock D, Cirpka OA (2012) Fully coupled hydrogeophysical inversion of a laboratory salt tracer experiment monitored by electrical resistivity tomography. Water Resour Res 48 Pollock D, Cirpka OA (2012) Fully coupled hydrogeophysical inversion of a laboratory salt tracer experiment monitored by electrical resistivity tomography. Water Resour Res 48
Zurück zum Zitat Pollock D, Cirpka OA (2008) Temporal moments in geoelectrical monitoring of salt-tracer experiments. Water Resour Res 44(12):W12416 Pollock D, Cirpka OA (2008) Temporal moments in geoelectrical monitoring of salt-tracer experiments. Water Resour Res 44(12):W12416
Zurück zum Zitat RamaRao BS, LaVenue AM, deMarsily G, Marietta MG (1995) Pilot point methodology for automated calibration of an ensemble of conditionally simulated transmissivity fields. 1. Theory and computational experiments. Water Resour Res 31(3):475–493 RamaRao BS, LaVenue AM, deMarsily G, Marietta MG (1995) Pilot point methodology for automated calibration of an ensemble of conditionally simulated transmissivity fields. 1. Theory and computational experiments. Water Resour Res 31(3):475–493
Zurück zum Zitat Riva M, Guadagnini L, Guadagnini A, Ptak T, Martac E (2006) Probabilistic study of well capture zones distribution at the Lauswiesen field site. J Contam Hydrol 88(1–2):92–118CrossRef Riva M, Guadagnini L, Guadagnini A, Ptak T, Martac E (2006) Probabilistic study of well capture zones distribution at the Lauswiesen field site. J Contam Hydrol 88(1–2):92–118CrossRef
Zurück zum Zitat Riva M, Guadagnini A, Fernandez-Garcia D, Sanchez-Vila X, Ptak T (2008) Relative importance of geostatistical and transport models in describing heavily tailed breakthrough curves at the Lauswiesen site. J Contam Hydrol 101(1–4):1–13CrossRef Riva M, Guadagnini A, Fernandez-Garcia D, Sanchez-Vila X, Ptak T (2008) Relative importance of geostatistical and transport models in describing heavily tailed breakthrough curves at the Lauswiesen site. J Contam Hydrol 101(1–4):1–13CrossRef
Zurück zum Zitat Sack-Kühner B (1996) Einrichtung des Naturmeßfeldes Lauswiesen Tübingen: Erkundung der hydraulischen Eigenschaften, Charakterisierung der Untergrundheterogenität und Vergleich der Ergebnisse unterschiedlicher Erkundungsverfahren. Lehrstuhl für Angewandte Geologie. Tübingen, Universität Tübingen. Sack-Kühner B (1996) Einrichtung des Naturmeßfeldes Lauswiesen Tübingen: Erkundung der hydraulischen Eigenschaften, Charakterisierung der Untergrundheterogenität und Vergleich der Ergebnisse unterschiedlicher Erkundungsverfahren. Lehrstuhl für Angewandte Geologie. Tübingen, Universität Tübingen.
Zurück zum Zitat Sahuquillo A, Capilla J, Gomez-Hernandez J, Andreu J (1992) Conditional simulations of transmissivity fields honoring piezometric data. In: Blain W, Canrera E (eds) Hydraulic engineering software IV. Fluid Flow Modeling. Vol 2. Elsevier Applied Science, New Mexico Sahuquillo A, Capilla J, Gomez-Hernandez J, Andreu J (1992) Conditional simulations of transmissivity fields honoring piezometric data. In: Blain W, Canrera E (eds) Hydraulic engineering software IV. Fluid Flow Modeling. Vol 2. Elsevier Applied Science, New Mexico
Zurück zum Zitat Schwede RL, Li W, Leven C, Cirpka OA (2014) Three-dimensional geostatistical inversion of synthetic tomographic pumping and heat-tracer tests using a novel pumping setup. Submitted to Adv Water Resour 63:77–90 Schwede RL, Li W, Leven C, Cirpka OA (2014) Three-dimensional geostatistical inversion of synthetic tomographic pumping and heat-tracer tests using a novel pumping setup. Submitted to Adv Water Resour 63:77–90
Zurück zum Zitat Schwede RL, Cirpka OA (2009) Use of steady-state concentration measurements in geostatistical inversion. Adv Water Resour 32(4):607–619CrossRef Schwede RL, Cirpka OA (2009) Use of steady-state concentration measurements in geostatistical inversion. Adv Water Resour 32(4):607–619CrossRef
Zurück zum Zitat Schwede RL, Ngo A, Bastian P, Ippisch O, Li W, Cirpka OA (2012) Efficient parallelization of geostatistical inversion using the quasi-linear approach. Comput Geosci 44:78–85CrossRef Schwede RL, Ngo A, Bastian P, Ippisch O, Li W, Cirpka OA (2012) Efficient parallelization of geostatistical inversion using the quasi-linear approach. Comput Geosci 44:78–85CrossRef
Zurück zum Zitat Smith B, Bjørsted P, Gropp WD (1996) Domain decomposition. Cambridge University Press, Cambridge Smith B, Bjørsted P, Gropp WD (1996) Domain decomposition. Cambridge University Press, Cambridge
Zurück zum Zitat Sun N, Yeh W (1990) Coupled inverse problems in groundwater modeling. 1. Sensitivity analysis and parameter-identification. Water Resour Res 26(10):2507–2525CrossRef Sun N, Yeh W (1990) Coupled inverse problems in groundwater modeling. 1. Sensitivity analysis and parameter-identification. Water Resour Res 26(10):2507–2525CrossRef
Zurück zum Zitat Tan B-T, Ghattas O, Higdon D (2012) Adaptive hessian-based nonstationary gaussian process response surface method for probability density approximation with application to bayesian solution of large-scale inverse problems. SIAM J Sci Comput 34(6):A2837–A2871CrossRef Tan B-T, Ghattas O, Higdon D (2012) Adaptive hessian-based nonstationary gaussian process response surface method for probability density approximation with application to bayesian solution of large-scale inverse problems. SIAM J Sci Comput 34(6):A2837–A2871CrossRef
Zurück zum Zitat Valstar JR, McLaughlin DB, Stroet CBMT, van Geer FC (2004) A representer based inverse method for groundwater flow and transport applications. Water Resour Res 40(5):W05116 Valstar JR, McLaughlin DB, Stroet CBMT, van Geer FC (2004) A representer based inverse method for groundwater flow and transport applications. Water Resour Res 40(5):W05116
Zurück zum Zitat Wagner V, Li T, Bayer P, Leven C, Dietrich P, Blum P (2013) Thermal tracer testing in a heterogeneous sedimentary aquifer: Field experiment and numerical simulation. Hydrol J. doi:10.1007/s10040-013-1059-z Wagner V, Li T, Bayer P, Leven C, Dietrich P, Blum P (2013) Thermal tracer testing in a heterogeneous sedimentary aquifer: Field experiment and numerical simulation. Hydrol J. doi:10.​1007/​s10040-013-1059-z
Zurück zum Zitat Yeh TCJ, Jin MH, Hanna S (1996) An iterative stochastic inverse method: conditional effective transmissivity and hydraulic head fields. Water Resour Res 32(1):85–92 Yeh TCJ, Jin MH, Hanna S (1996) An iterative stochastic inverse method: conditional effective transmissivity and hydraulic head fields. Water Resour Res 32(1):85–92
Zurück zum Zitat Yeh T-CJ, Zhu J (2007) Hydraulic/partitioning tracer tomography for characterization of dense nonaqueous phase liquid source zones. Water Resour Res 43(6):W06435 Yeh T-CJ, Zhu J (2007) Hydraulic/partitioning tracer tomography for characterization of dense nonaqueous phase liquid source zones. Water Resour Res 43(6):W06435
Zurück zum Zitat Zhu J, Cai X, Jim Yeh T-C (2009) Analysis of tracer tomography using temporal moments of tracer breakthrough curves. Adv Water Resour 32(3):391–400CrossRef Zhu J, Cai X, Jim Yeh T-C (2009) Analysis of tracer tomography using temporal moments of tracer breakthrough curves. Adv Water Resour 32(3):391–400CrossRef
Metadaten
Titel
Tomographic Methods in Hydrogeology
verfasst von
Olaf A. Cirpka
Carsten Leven
Ronnie Schwede
Kennedy Doro
Peter Bastian
Olaf Ippisch
Ole Klein
Arno Patzelt
Copyright-Jahr
2014
DOI
https://doi.org/10.1007/978-3-319-04205-3_9